From ad5189169f9d9c1b294cd60c6f59df69e69002d1 Mon Sep 17 00:00:00 2001 From: Brandon Kinman Date: Fri, 15 Sep 2017 10:31:11 -0700 Subject: [PATCH] Initial commit --- .gitignore | 105 + README.md | 158 ++ code/build_model.py | 5 + code/evaluate.py | 62 + code/make_model_template.py | 53 + code/model_builder.py | 205 ++ code/network_config.py | 67 + code/network_definitions/__init__.py | 0 code/network_definitions/gen_pretrain_vgg.py | 296 +++ .../segmentation_networks_keras.py | 128 ++ .../segmentation_networks_tflayers.py | 64 + code/network_definitions/separable_conv2d.py | 536 +++++ code/predict.py | 38 + code/realtime_follower.py | 177 ++ code/server.py | 72 + code/tests/readme.md | 18 + code/tests/rgb_cam_viewer | 58 + code/tests/test_target_follower.py | 130 ++ code/tests/test_target_lost.py | 53 + code/tests/tests_asof_sept3.py | 119 + code/train_template.py | 26 + code/utils/.preprocess_ims.py.swp | Bin 0 -> 16384 bytes code/utils/__init__.py | 0 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mode 100644 docs/misc/AWS setup images/5.png create mode 100644 docs/misc/AWS setup images/6.png create mode 100644 docs/misc/AWS setup images/7.png create mode 100644 docs/misc/AWS setup images/8.png create mode 100644 docs/misc/AWS setup images/9.png create mode 100644 docs/misc/sim_screenshot.png create mode 100644 docs/socketio.md create mode 100644 docs/training_and_scoring.md diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000000..ebf1a25ccc --- /dev/null +++ b/.gitignore @@ -0,0 +1,105 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class +.idea/ + +# C extensions +*.so + +# Distribution / packaging +.Python +env/ +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +*.egg-info/ +.installed.cfg +*.egg + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +.hypothesis/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# pyenv +.python-version + +# celery beat schedule file +celerybeat-schedule + +# SageMath parsed files +*.sage.py + +# dotenv +.env + +# virtualenv +.venv +venv/ +ENV/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ + +RUNS/ + diff --git a/README.md b/README.md new file mode 100644 index 0000000000..caffc0f077 --- /dev/null +++ b/README.md @@ -0,0 +1,158 @@ +[![Udacity - Robotics NanoDegree Program](https://s3-us-west-1.amazonaws.com/udacity-robotics/Extra+Images/RoboND_flag.png)](https://www.udacity.com/robotics) + +## Deep Learning Project ## + +In this project, you will train a deep neural network to identify and track a target in simulation and then issue commands to a drone to follow that target. So-called “follow me” applications like this are key to many fields of robotics and the very same techniques you apply here could be extended to scenarios like advanced cruise control in autonomous vehicles or human-robot collaboration in industry. + +[image_0]: ./docs/misc/sim_screenshot.png +![alt text][image_0] + +## Setup Instructions +**Clone the repository** +``` +$ git clone https://github.com/udacity/RoboND-DeepLearning-Private.git +``` + +**Download the QuadSim binary** + +To interface your neural net with the QuadSim simulator, you must use a version QuadSim that has been custom tailored for this project. The previous version that you might have used for the Controls lab will not work. + +The simulator binary can be downloaded [here](https://github.com/udacity/RoboND-DeepLearning-Private/releases) + +**Install Dependencies** + +You'll need Python 3 and Jupyter Notebooks installed to do this project. The best way to get setup with these if you are not already is to use Anaconda following along with the [RoboND-Python-Starterkit](https://github.com/ryan-keenan/RoboND-Python-Starterkit). + +If for some reason you choose not to use Anaconda, you must install the following framworks and packages on your system: +* Python 2.7 +* Tensorflow 1.2.1 +* NumPy 1.11 +* OpenCV 2 +* SciPy 0.17.0 +* eventlet +* Flask +* h5py +* PIL +* python-socketio +* scikit-image +* socketIO-client + +## Implement the Segmentation Network +1. Download the training dataset from [here](https://github.com/udacity/RoboND-DeepLearning-Private/releases), and extract to the project `data` directory. +2. Complete `make_model.py`by following the TODOs in `make_model_template.py` +3. Complete `data_iterator.py` by following the TODOs in `data_iterator_template.py` +4. Complete `train.py` by following the TODOs in `train_template.py` +5. Train the network locally, or on [AWS](docs/aws_setup.md). +6. Continue to experiement with the training data and network until you attain the score you desire. +7. Once you are comfortable with performance on the training dataset, see how it performs in live simulation! + +## Collecting Training Data ## +A simple training dataset has been provided in the [releases](https://github.com/udacity/RoboND-DeepLearning-Private/releases) section of this repository. This dataset will allow you to verify that you're segmentation network is semi-functional. However, if you're interested in improving your score, you may be interested in collecting additional training data. To do, please see the following steps. + +The data directory is organized as follows: +``` +data/runs - contains the results of prediction runs +data/train/images - contains images for the training set +data/train/masks - contains masked (labeled) images for the training set +data/validation/images - contains images for the validation set +data/validation/masks - contains masked (labeled) images for the validation set +data/weights - contains trained TensorFlow models +``` + +### Training Set: with Hero Present ### +1. Run QuadSim +2. Select `Use Hero Target` +3. Select `With Other Poeple` +4. Click the `DL Training` button +5. With the simulator running, press "r" to begin recording. +6. In the file slection menu navigate to the `data/train/target/hero_train1` directory +7. **optional** to speed up data collection, press "9" (1-9 will slow down collection speed) +8. When you have finished collecting data, hit "r" to stop recording. +9. To exit the simulator, hit "``" + +### Training Set: without Hero Present ### +1. Run QuadSim +2. Make sure `Use Hero Target` is **NOT** selected +3. Select `With Other Poeple` +4. Click the `DL Training` button +5. With the simulator running, press "r" to begin recording. +6. In the file slection menu navigate to the `data/train/non_target/run_train1` directory. +7. **optional** to speed up data collection, press "9" (1-9 will slow down collection speed) +8. When you have finished collecting data, hit "r" to stop recording. +9. To exit the simulator, hit "``" + +### Validation Set ### +To collect the validation set, repeat both sets of steps above, except using the directory `data/validation` instead rather than `data/train`. + +### Image Preprocessing ### +Before the network is trained, the images first need to be undergo a preprocessing step. +**TODO**: Explain what preprocessing does, approximately. +To run preprocesing: +``` +$ python preprocess_ims.py +``` +**Note**: If your data is stored as suggested in the steps above, this script should run without error. + +## Training, Predicting and Scoring ## +With your training and validation data having been generated (or downloaded from the [releases](https://github.com/udacity/RoboND-DeepLearning-Private/releases) section of this repository, you are free to begin working with the neural net. + +**Note**: Training CNNs is a very compute-intensive process. If your system does not have a recent Nvidia graphics card, with [cuDNN](https://developer.nvidia.com/cudnn) installed , you may need to perform the training step in the cloud. Instructions for using AWS to train your network in the cloud may be found [here](docs/aws_setup.md) + +### Training your Model ### +**Prerequisites** +- Net has been implemented as per these instructions +- Training data is in `data` directory + +To train, simply run the training script, `train.py`, giving it the name of the model weights file as a parameter: +``` +$ python train.py my_amazing_model.h5 +``` +After the trianing run has completed, your model will be stored in the `data/weights` directory as an [HDF5](https://en.wikipedia.org/wiki/Hierarchical_Data_Format) file. + +### Predicting on the Validation Set and Evaluating the Results ### +**Prerequisites** +-Model has been trained +-Validation set has been collected + +Once the network has been trained, you can run inference on the validation set using `predict.py`. This script requires two parameters, the name of the model file you wish to perform prediction with, and the output directory where you would like to store your prediction results. + +``` +$ python predict.py my_amazing_model.h5 my_prediction_run +``` + +For the prediction run above, the results will be stored in `data/runs/my_prediction_run`. + +To get a sense of the overall performance of the your net on the prediction set, you can use `evaluation.py` as follows: + +``` +$ python evaluate.py validation my_prediction_run +average intersection over union 0.34498680536 +number of validation samples evaluated on 1000 +number of images with target detected: 541 +number of images false positives is: 4 +average squared pixel distance error 11.0021170157 +average squared log pixel distance error 1.4663195103 +``` + +## Scoring ## +**TODO** + +**How the Final score is Calculated** + +**TODO** + +**Ideas for Improving your Score** + +**TODO** + +**Obtaining a leaderboard score** + +**TODO** + +## Experimentation: Testing in Simulation +1. Copy your saved model to the weights directory `data/weights`. +2. Launch the simulator, select "Spawn People", and then click the "Follow Me" button. +3. Run `server.py` to launch the socketio server. +4. Run the relatime follower script `$ realtime_follower.py my_awesome_model` + +**Note:** If you'd like to see an overlay of the detected region on each camera frame from the drone, simply pass the `--overlay_viz` parameter to `realtime_follower.py` diff --git a/code/build_model.py b/code/build_model.py new file mode 100644 index 0000000000..d9463c4a72 --- /dev/null +++ b/code/build_model.py @@ -0,0 +1,5 @@ +import model_builder + +# run this file with 'python model_builder.py' to generate plots of network defined in network config +if __name__ == '__main__': + net = model_builder.make_example_network() diff --git a/code/evaluate.py b/code/evaluate.py new file mode 100644 index 0000000000..0db3d2e220 --- /dev/null +++ b/code/evaluate.py @@ -0,0 +1,62 @@ +import glob +import numpy as np +import os +import sys +from scipy import misc + +from utils import scoring_utils + + +def score_run(gt_dir, pred_dir): + gt_files = sorted(glob.glob(os.path.join(gt_dir, 'masks', '*.png'))) + pred_files = sorted(glob.glob(os.path.join(pred_dir, '*.png'))) + + iou = 0 + error1 = 0 + error2 = 0 + n_valid_detections = 0 + n_invalid_detections = 0 + + for e, gt_file in enumerate(gt_files): + gt_mask = misc.imread(gt_file)[:, :, 1].clip(0, 1) + pred_mask = (misc.imread(pred_files[e])[:, :, 1] > 127).astype(np.int) + + iou += scoring_utils.intersection_over_union(pred_mask, gt_mask) + # only compute centroid distance if it found some object + if pred_mask.sum() > 3: + if gt_mask.sum() > 3: + gt_centroid = scoring_utils.get_centroid_largest_blob(gt_mask) + pred_centroid = scoring_utils.get_centroid_largest_blob(pred_mask) + error1 += scoring_utils.average_squared_distance(pred_centroid, gt_centroid) + error2 += scoring_utils.average_squared_log_distance(pred_centroid, gt_centroid) + n_valid_detections += 1 + else: + error1 += 1 + error2 += 1 + n_invalid_detections += 1 + + return iou, error1, error2, len(gt_files), n_valid_detections, n_invalid_detections + + +if __name__ == '__main__': + + if len(sys.argv) != 3: + raise ValueError('evaluate.py the ground truth folder name and prediction folder name as commandline input') + + gt_folder = sys.argv[1] + pred_folder = sys.argv[2] + + gt_path = os.path.join('..', 'data', gt_folder) + pred_path = os.path.join('..', 'data', 'runs', pred_folder) + + (iou, err1, err2, n_preds, n_valid_detections, n_invalid_detections + ) = score_run(gt_path, pred_path) + + print('average intersection over union {}'.format(iou / n_preds)) + print('number of validation samples evaluated on {}'.format(n_preds)) + print('number of images with target detected: {}'.format(n_valid_detections)) + print('number of images false positives is: {}'.format(n_invalid_detections)) + if n_valid_detections > 0 or n_invalid_detections > 0: + n_detections = n_valid_detections + n_invalid_detections + print('average squared pixel distance error {}'.format(err1 / n_detections)) + print('average squared log pixel distance error {}'.format(err2 / n_detections)) diff --git a/code/make_model_template.py b/code/make_model_template.py new file mode 100644 index 0000000000..fda220855c --- /dev/null +++ b/code/make_model_template.py @@ -0,0 +1,53 @@ +from tensorflow.contrib.keras.python import keras +from tensorflow.contrib.keras.python.keras import layers as l + +from network_definitions.separable_conv2d import SeparableConv2DKeras + + +# TODO implement a encode block, it should reduce spatial edge width by half +def encode_block(x, filts, n_blocks=2): + pass + +# TODO implement a decode block, it should increase spatial edge_width by half +def decode_block(x_small, x_large, filts, n_blocks=2): + pass + +def make_encode_decode_net(inputs, num_classes, n_blocks, base=32, filter_list=None): + """Flexible semantic segmentation architecture using seperable convolutions""" + + if filter_list is None: + filter_list = list() + for i in range(n_blocks): + filter_list.append(base * (2 ** i)) + + x0 = l.Conv2D(base, 3, activation='relu', padding='same')(inputs) + x0 = l.BatchNormalization()(x0) + + encode_layers = list() + for i in range(n_blocks): + if i == 0: + encode_layers.append(encode_block(x0, filter_list[i])) + else: + encode_layers.append(encode_block(encode_layers[i - 1], filter_list[i])) + + encode_layers = [x0] + encode_layers + encode_layers = list(reversed(encode_layers)) + filter_list = list(reversed(filter_list)) + + for e, layer in enumerate(encode_layers[1:]): + if e == 0: + x = decode_block(encode_layers[0], layer, filter_list[e]) + else: + x = decode_block(x, layer, filter_list[e]) + + return l.Conv2D(num_classes, 3, activation='sigmoid', padding='same')(x) + + +def make_example_model(): + im_shape = (256, 256, 3) + inputs = keras.layers.Input(im_shape) + out_layer = make_encode_decode_net(inputs, num_classes=3, n_blocks=3, base=16) + + model = keras.models.Model(inputs=inputs, outputs=out_layer) + model.compile(optimizer=keras.optimizers.Adam(0.001), loss='binary_crossentropy') + return model diff --git a/code/model_builder.py b/code/model_builder.py new file mode 100644 index 0000000000..50c25d081f --- /dev/null +++ b/code/model_builder.py @@ -0,0 +1,205 @@ +from tensorflow.contrib.keras.python import keras +from tensorflow.contrib.keras.python.keras import layers as l +from network_definitions.separable_conv2d import SeparableConv2DKeras +from functools import partial +import json +import os + +import network_config +from utils import preprocess_ims + +def conv2d_layer(x, filters,kernel_size=3, strides=1, batch_norm=True): + x = l.Conv2D(filters, kernel_size, strides=strides, padding='same')(x) + if batch_norm: + x = l.BatchNormalization()(x) + return x + + +def separable2d_layer(x, filters,kernel_size=3, strides=1, batch_norm=True): + x = SeparableConv2DKeras(filters, kernel_size, strides=strides,padding='same')(x) + if batch_norm: + x = l.BatchNormalization()(x) + return x + + +def downsample(x, layer_fn, downsample_type): + if downsample_type == 'strided_convolution': + x = layer_fn(x, strides=2) + else: + x = layer_fn(x) + if downsample_type == 'max_pooling': + x = l.MaxPooling2D()(x) + elif downsample_type == 'average_pooling': + x = l.AveragePooling2D()(x) + return x + + +def encode_block(x, layer_fn,downsample_type, n_layers): + x = downsample(x, layer_fn, downsample_type) + for i in range(n_layers-1): + x = layer_fn(x) + return x + + +def make_filter_list(base, n_blocks_per_side): + filter_list = list() + for i in range(n_blocks_per_side): + filter_list.append(base * (2 ** i)) + return filter_list + list(reversed(filter_list)) + + +def make_constant_list(value, n_blocks_per_side): + return [value] * 2 * n_blocks_per_side + + +def process_maybe_lists(config_dict): + n_blocks_per_side = config_dict['n_blocks_per_side'] + if not isinstance(config_dict['batch_norm'], list): + batch_norms = make_constant_list(config_dict['batch_norm'], n_blocks_per_side) + else: + batch_norms = config_dict['batch_norm'] + + if not isinstance(config_dict['block_size'], list): + block_sizes = make_constant_list(config_dict['block_size'], n_blocks_per_side) + else: + block_sizes = config_dict['block_size'] + + if not isinstance(config_dict['n_filters'], list): + n_filters = make_filter_list(config_dict['n_filters'], n_blocks_per_side) + else: + n_filters = config_dict['n_filters'] + + return list(zip(n_filters, block_sizes, batch_norms)) + + +def make_partial_layer(conv_type, filters, batch_norm): + if conv_type == 'regular': + layer_fn = partial(conv2d_layer, filters=filters,kernel_size=3, batch_norm=batch_norm) + else: + layer_fn = partial(separable2d_layer, filters=filters, kernel_size=3, batch_norm=batch_norm) + return layer_fn + + +def upsample(x, upsample_type, n_out_filts=None): + if upsample_type == 'nearest_neighbor': + x = l.UpSampling2D(size=(2, 2))(x) + else: + # TODO the output size here needs to be computed + x = l.Conv2DTranspose(n_out_filts, 3, strides=2, padding='same') + return x + + +def decode_block(x, skip_layer, layer_fn, upsample_type, n_layers, n_out_filts=None): + x = upsample(x, upsample_type, n_out_filts) + if upsample_type == 'nearest_neighbor': + x = layer_fn(x) + + x = l.concatenate([x, skip_layer]) + for i in range(n_layers-1): + x = layer_fn(x) + return x + + +def build_segmentation_network(config_dict): + lists = process_maybe_lists(config_dict) + + n_blocks = config_dict['n_blocks_per_side'] + im_edge = config_dict['image_resolution'] + inputs = l.Input((im_edge, im_edge, 3)) + + encode_blocks = list() + x = conv2d_layer(inputs, lists[0][0], True) + + encode_blocks.append(x) + for e, tup in enumerate(lists): + if e < n_blocks: + layer_fn = make_partial_layer(config_dict['convolution_type'], tup[0], tup[2]) + x = encode_block(x, layer_fn, config_dict['downsample_method'], tup[1]) + encode_blocks.append(x) + else: + layer_fn = make_partial_layer(config_dict['convolution_type'], tup[0], tup[2]) + skip_layer = encode_blocks[n_blocks - e - 2] + x = decode_block(x, skip_layer, layer_fn, config_dict['upsample_method'], tup[1]) + + x = l.Conv2D(config_dict['n_classes'], 1, activation=config_dict['last_layer_activation'], padding='same')(x) + return x, inputs + + + +def config_to_json(config_dict, file_name): + file_name = os.path.join('..', 'data', 'model_info', file_name +'.json') + with open(file_name, 'w') as f: + json.dump(config_dict, f) + + +def network_from_json(file_name): + with open(file_name) as f: + config_dict = json.load(f) + + x = build_segmentation_network(config_dict) + return x + + +def make_example_network(): + config_dict = network_config.make_config() + config_dict = check_config(config_dict) + + x, inputs = build_segmentation_network(config_dict) + model = keras.models.Model(inputs=inputs, outputs=x) + + loss_strings = {'softmax':'categorical_crossentropy', 'sigmoid':'binary_crossentropy'} + + model.compile(optimizer=keras.optimizers.Adam(config_dict['learning_rate']), + loss=loss_strings[config_dict['last_layer_activation']]) + + plot_keras_model(model, config_dict['model_name']) + config_to_json(config_dict,config_dict['model_name']) + return model + +def plot_keras_model(model, name): + base_path = os.path.join('..', 'data', 'model_info') + preprocess_ims.make_dir_if_not_exist(base_path) + keras.utils.vis_utils.plot_model(model, os.path.join(base_path, name)) + keras.utils.vis_utils.plot_model(model, os.path.join(base_path, name +'_with_shapes'), show_shapes=True) + + +def is_list_or_int(obj, name): + if not (isinstance(obj, list) or isinstance(obj, int)): + raise ValueError('{}, must either be a list or an integer it is a {}'.format(name, type(obj))) + + +def check_list_len(obj, n_blocks, name): + if isinstance(obj, list): + if len(obj) != 2*n_blocks: + raise ValueError('If passing {} as a list the length must be equal to 2*n_blocks_per_side({}), but it has length {}'.format(name, 2*n_blocks, len(obj))) + +def check_list(config_dict, name): + is_list_or_int(config_dict[name], name) + check_list_len(config_dict[name], config_dict['n_blocks_per_side'], name) + + +def check_string(config_dict, name, allowed_values): + if config_dict[name] not in allowed_values: + raise ValueError('last_layer_activation must either be one of {} but it is {}'.format(str(allowed_values), config_dict[name])) + + +def check_config(config_dict): + check_list(config_dict, 'n_filters') + check_list(config_dict, 'batch_norm') + check_list(config_dict, 'block_size') + + check_string(config_dict, 'downsample_method', ['strided_convolution', 'max_pooling', 'average_pooling']) + check_string(config_dict, 'upsample_method', ['nearest_neighbor', 'transposed_convolution']) + check_string(config_dict, 'convolution_type', ['separable', 'regular']) + check_string(config_dict, 'last_layer_activation', ['sigmoid', 'softmax']) + + allowed_resolutions = [256, 224, 192, 160, 128, 96, 64, 32] + check_string(config_dict, 'image_resolution', allowed_resolutions) + + if config_dict['block_size'] < 1: + raise ValueError('block_size must at least be 1 it is is {}'.format(config_dict['block_size'])) + + if config_dict['image_resolution'] // 2 ** config_dict['n_blocks_per_side'] < 4: + raise ValueError('The smallest allowed spatial dimensions for the inner convolution layer is 4, either increase the image resolution or decrease n_blocks_per_side') + + return config_dict diff --git a/code/network_config.py b/code/network_config.py new file mode 100644 index 0000000000..c7cf10bfd2 --- /dev/null +++ b/code/network_config.py @@ -0,0 +1,67 @@ +# TODO edit this file to generate a network configuration +# when satisfied with the network configuration run build_model, +# and a json config file as well as network plots will be generated + +def make_config(): + + # model name is used to save plots of your model, and a configuration json file to restore it + # using the same model name twice will overwrite previous config files, and plots + model_name = 'example_model' + + # method used to decrease the spatial resolution of conv layers + downsample_method = 'strided_convolution' + #downsample_method = 'max_pooling' + #downsample_method = 'average_pooling' + + + # method used to increase the spatial resolution of conv layers + upsample_method = 'nearest_neighbor' + #upsample_method = 'transposed_convolution' + + # whether to use, or where to use batch normalization, only settable at the block level + batch_norm = 1 + # batch_norm = [1, 1, 0, 0, 0, 0] + + # type of convolution layer to use, options are separable, or regular + convolution_type = 'separable' + # convolution_type = 'regular' + + # for n_blocks_per_side = 3 there will be 3 downsampling and 3 upsampling blocks for a total of six blocks + n_blocks_per_side = 3 + + # the number of layers in each block or alternatively a list of layer sizes + block_size = 2 + #block_size = [1,2,3,3,2,1] + + # number of base filters, or the number of filters for each block + n_filters = 16 + #n_filters = [16,64,64,128,64,32] + + # allowed image resolutions to try: 256 224, 192, 160, 128, 96, 64, 32 + image_resolution = 256 + + # binary_crossentropy will be used for 'sigmoid', and categorical_crossentropy will be used for 'softmax' + last_layer_activation = 'sigmoid' + # activation = 'softmax' + + # learning rate used for the adam optimizer(for example network) + learning_rate = 0.001 + + ## NOTE do not edit below this line + config_dict = dict() + config_dict['downsample_method'] = downsample_method + config_dict['upsample_method'] = upsample_method + config_dict['batch_norm'] = batch_norm + + config_dict['convolution_type'] = convolution_type + config_dict['n_blocks_per_side'] = n_blocks_per_side + config_dict['n_filters'] = n_filters + + config_dict['block_size'] = block_size + config_dict['image_resolution'] = image_resolution + config_dict['last_layer_activation'] = last_layer_activation + config_dict['n_classes'] = 3 + config_dict['model_name'] = model_name + config_dict['learning_rate'] = learning_rate + return config_dict + diff --git a/code/network_definitions/__init__.py b/code/network_definitions/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/code/network_definitions/gen_pretrain_vgg.py b/code/network_definitions/gen_pretrain_vgg.py new file mode 100644 index 0000000000..a23c441ca1 --- /dev/null +++ b/code/network_definitions/gen_pretrain_vgg.py @@ -0,0 +1,296 @@ +import shutil +import numpy as np +import os.path +import tensorflow as tf + + +class FCN8VGG: + VGG_MEAN = [103.939, 116.779, 123.68] + + def __init__(self, vgg16_npy_path=None): + self.data_dict = np.load(vgg16_npy_path, encoding='latin1').item() + self.wd = 5e-4 + + def build(self, rgb, keep_prob): + with tf.name_scope('Processing'): + + red, green, blue = tf.split(rgb, 3, 3) + bgr = tf.concat([ + blue - self.VGG_MEAN[0], + green - self.VGG_MEAN[1], + red - self.VGG_MEAN[2], + ], 3) + + self.conv1_1 = self._conv_layer(bgr, "conv1_1") + self.conv1_2 = self._conv_layer(self.conv1_1, "conv1_2") + self.pool1 = self._max_pool(self.conv1_2, 'pool1') + + self.conv2_1 = self._conv_layer(self.pool1, "conv2_1") + self.conv2_2 = self._conv_layer(self.conv2_1, "conv2_2") + self.pool2 = self._max_pool(self.conv2_2, 'pool2') + + self.conv3_1 = self._conv_layer(self.pool2, "conv3_1") + self.conv3_2 = self._conv_layer(self.conv3_1, "conv3_2") + self.conv3_3 = self._conv_layer(self.conv3_2, "conv3_3") + self.pool3 = self._max_pool(self.conv3_3, 'pool3') + + tf.identity(self.pool3, 'layer3_out') + + self.conv4_1 = self._conv_layer(self.pool3, "conv4_1") + self.conv4_2 = self._conv_layer(self.conv4_1, "conv4_2") + self.conv4_3 = self._conv_layer(self.conv4_2, "conv4_3") + self.pool4 = self._max_pool(self.conv4_3, 'pool4') + + tf.identity(self.pool4, 'layer4_out') + + self.conv5_1 = self._conv_layer(self.pool4, "conv5_1") + self.conv5_2 = self._conv_layer(self.conv5_1, "conv5_2") + self.conv5_3 = self._conv_layer(self.conv5_2, "conv5_3") + self.pool5 = self._max_pool(self.conv5_3, 'pool5') + + self.fc6 = self._fc_layer(self.pool5, "fc6") + self.fc6 = tf.nn.dropout(self.fc6, keep_prob) + + self.fc7 = self._fc_layer(self.fc6, "fc7") + self.fc7 = tf.nn.dropout(self.fc7, keep_prob) + + tf.identity(self.fc7, 'layer7_out') + + def _max_pool(self, bottom, name): + pool = tf.nn.max_pool(bottom, ksize=[1, 2, 2, 1], strides=[1, 2, 2, 1], + padding='SAME', name=name) + return pool + + def _conv_layer(self, bottom, name): + with tf.variable_scope(name) as scope: + filt = self.get_conv_filter(name) + conv = tf.nn.conv2d(bottom, filt, [1, 1, 1, 1], padding='SAME') + + conv_biases = self.get_bias(name) + bias = tf.nn.bias_add(conv, conv_biases) + + relu = tf.nn.relu(bias) + # Add summary to Tensorboard + return relu + + def _fc_layer(self, bottom, name, num_classes=None, + relu=True): + with tf.variable_scope(name) as scope: + shape = bottom.get_shape().as_list() + + if name == 'fc6': + filt = self.get_fc_weight_reshape(name, [7, 7, 512, 4096]) + elif name == 'score_fr': + name = 'fc8' # Name of score_fr layer in VGG Model + filt = self.get_fc_weight_reshape(name, [1, 1, 4096, 1000], + num_classes=num_classes) + else: + filt = self.get_fc_weight_reshape(name, [1, 1, 4096, 4096]) + + self._add_wd_and_summary(filt, self.wd, "fc_wlosses") + + conv = tf.nn.conv2d(bottom, filt, [1, 1, 1, 1], padding='SAME') + conv_biases = self.get_bias(name, num_classes=num_classes) + bias = tf.nn.bias_add(conv, conv_biases) + + if relu: + bias = tf.nn.relu(bias) + + return bias + + def get_conv_filter(self, name): + init = tf.constant_initializer(value=self.data_dict[name][0], + dtype=tf.float32) + shape = self.data_dict[name][0].shape + var = tf.get_variable(name="filter", initializer=init, shape=shape) + if not tf.get_variable_scope().reuse: + weight_decay = tf.multiply(tf.nn.l2_loss(var), self.wd, + name='weight_loss') + tf.add_to_collection(tf.GraphKeys.REGULARIZATION_LOSSES, + weight_decay) + return var + + def get_bias(self, name, num_classes=None): + bias_wights = self.data_dict[name][1] + shape = self.data_dict[name][1].shape + if name == 'fc8': + bias_wights = self._bias_reshape(bias_wights, shape[0], + num_classes) + shape = [num_classes] + init = tf.constant_initializer(value=bias_wights, + dtype=tf.float32) + var = tf.get_variable(name="biases", initializer=init, shape=shape) + return var + + def _bias_reshape(self, bweight, num_orig, num_new): + """ Build bias weights for filter produces with `_summary_reshape` + + """ + n_averaged_elements = num_orig//num_new + avg_bweight = np.zeros(num_new) + for i in range(0, num_orig, n_averaged_elements): + start_idx = i + end_idx = start_idx + n_averaged_elements + avg_idx = start_idx//n_averaged_elements + if avg_idx == num_new: + break + avg_bweight[avg_idx] = np.mean(bweight[start_idx:end_idx]) + return avg_bweight + + def _summary_reshape(self, fweight, shape, num_new): + """ Produce weights for a reduced fully-connected layer. + + FC8 of VGG produces 1000 classes. Most semantic segmentation + task require much less classes. This reshapes the original weights + to be used in a fully-convolutional layer which produces num_new + classes. To archive this the average (mean) of n adjanced classes is + taken. + + Consider reordering fweight, to perserve semantic meaning of the + weights. + + Args: + fweight: original weights + shape: shape of the desired fully-convolutional layer + num_new: number of new classes + + + Returns: + Filter weights for `num_new` classes. + """ + num_orig = shape[3] + shape[3] = num_new + assert(num_new < num_orig) + n_averaged_elements = num_orig//num_new + avg_fweight = np.zeros(shape) + for i in range(0, num_orig, n_averaged_elements): + start_idx = i + end_idx = start_idx + n_averaged_elements + avg_idx = start_idx//n_averaged_elements + if avg_idx == num_new: + break + avg_fweight[:, :, :, avg_idx] = np.mean( + fweight[:, :, :, start_idx:end_idx], axis=3) + return avg_fweight + + def _add_wd_and_summary(self, var, wd, collection_name=None): + if collection_name is None: + collection_name = tf.GraphKeys.REGULARIZATION_LOSSES + if wd and (not tf.get_variable_scope().reuse): + weight_decay = tf.multiply( + tf.nn.l2_loss(var), wd, name='weight_loss') + tf.add_to_collection(collection_name, weight_decay) + return var + + def get_fc_weight_reshape(self, name, shape, num_classes=None): + weights = self.data_dict[name][0] + weights = weights.reshape(shape) + if num_classes is not None: + weights = self._summary_reshape(weights, shape, + num_new=num_classes) + init = tf.constant_initializer(value=weights, + dtype=tf.float32) + var = tf.get_variable(name="weights", initializer=init, shape=shape) + return var + + +def save_model(): + data_dir = './data' + export_dir = os.path.join(data_dir, './vgg') + + if os.path.exists(export_dir): + shutil.rmtree(export_dir) + + builder = tf.saved_model.builder.SavedModelBuilder(export_dir) + with tf.Session() as sess: + image_pl = tf.placeholder(tf.float32, [None, None, None, 3], 'image_input') + keep_prob = tf.placeholder(tf.float32, name='keep_prob') + + # Build VGG + vgg_fcn = FCN8VGG(vgg16_npy_path=os.path.join(data_dir, 'vgg16.npy')) + vgg_fcn.build(image_pl, keep_prob) + + sess.run(tf.global_variables_initializer()) + builder.add_meta_graph_and_variables(sess, ['vgg16'], assets_collection=tf.get_collection(tf.GraphKeys.ASSET_FILEPATHS)) + builder.save() + + +def test_model(): + with tf.Session() as sess: + tf.saved_model.loader.load(sess, ['vgg16'], './data/vgg') + graph = tf.get_default_graph() + image_pl = graph.get_tensor_by_name("image_input:0") + keep_prob = graph.get_tensor_by_name("keep_prob:0") + + vgg_layer3_out = graph.get_tensor_by_name("layer3_out:0") + vgg_layer4_out = graph.get_tensor_by_name("layer4_out:0") + vgg_layer7_out = graph.get_tensor_by_name("layer7_out:0") + + print(sess.run(vgg_layer7_out, {image_pl: np.zeros([1, 1, 1, 3]), keep_prob: 1.0})) + print('[[[[ 0.53621131 0.55275095 0.65965402 ..., 0.41847846 0.44312999 0.60610819]]]]') + + num_classes = 2 + score_layer7 = tf.layers.conv2d( + vgg_layer7_out, + num_classes, + 1, + padding='same', + kernel_initializer=tf.truncated_normal_initializer(stddev=1e-2), + kernel_regularizer=tf.contrib.layers.l2_regularizer(1e-1)) + + # Fuse 1 + score_layer4 = tf.layers.conv2d( + vgg_layer4_out, + num_classes, + 1, + padding='same', + kernel_initializer=tf.truncated_normal_initializer(stddev=1e-3), + kernel_regularizer=tf.contrib.layers.l2_regularizer(1e-2)) + upscore1 = tf.layers.conv2d_transpose( + score_layer7, + num_classes, + 4, + 2, + 'same', + kernel_initializer=tf.truncated_normal_initializer(stddev=1e-3), + kernel_regularizer=tf.contrib.layers.l2_regularizer(1e-2)) + fuse1 = tf.add(upscore1, score_layer4) + + # Fuse 2 + score_layer3 = tf.layers.conv2d( + vgg_layer3_out, + num_classes, + 1, + padding='same', + kernel_initializer=tf.truncated_normal_initializer(stddev=1e-4), + kernel_regularizer=tf.contrib.layers.l2_regularizer(1e-3)) + upscore2 = tf.layers.conv2d_transpose( + fuse1, + num_classes, + 4, + 2, + 'same', + kernel_initializer=tf.truncated_normal_initializer(stddev=1e-4), + kernel_regularizer=tf.contrib.layers.l2_regularizer(1e-3)) + fuse2 = tf.add(upscore2, score_layer3) + + # Upsample to original image size + upscore3 = tf.layers.conv2d_transpose( + fuse2, + num_classes, + 16, + 8, + 'same', + kernel_initializer=tf.truncated_normal_initializer(stddev=1e-5), + kernel_regularizer=tf.contrib.layers.l2_regularizer(1e-4)) + + sess.run(tf.global_variables_initializer()) + print(sess.run(upscore3, {image_pl: np.zeros([1, 1, 1, 3]), keep_prob: 1.0})) + print('[[[[ 0.04574377 -0.17475264]]]]') + + +if __name__ == '__main__': + with tf.Graph().as_default(): + save_model() + with tf.Graph().as_default(): + test_model() diff --git a/code/network_definitions/segmentation_networks_keras.py b/code/network_definitions/segmentation_networks_keras.py new file mode 100644 index 0000000000..bdbfb0ec52 --- /dev/null +++ b/code/network_definitions/segmentation_networks_keras.py @@ -0,0 +1,128 @@ +import tensorflow as tf +from tensorflow.contrib.keras.python.keras import layers as l + + +# a configurable neural network for semantic segmentation +def encode_block(x, filts, n_blocks=2): + """Reduces spatial resolution using strided convolution""" + x = l.SeparableConv2D(filts, 3, strides=2, activation='relu', padding='same')(x) + x = l.BatchNormalization()(x) + for i in range(n_blocks-1): + x = l.SeparableConv2D(filts, 3, activation='relu', padding='same')(x) + x = l.BatchNormalization()(x) + return x + +def decode_block(x_small,x_large, filts, n_blocks=2): + """Increases spatial resolution nearest neighbor upsampling""" + up = l.UpSampling2D(size=(2,2))(x_small) + x = l.concatenate([up, x_large], axis=-1) + + for i in range(n_blocks): + x = l.SeparableConv2D(filts, 3, activation='relu', padding='same')(x) + x = l.BatchNormalization()(x) + + return x + +def make_encode_decode_net(inputs, num_classes, n_blocks, base=32, filter_list=None): + """Flexible semantic segmentation architecture using seperable convolutions""" + + if filter_list is None: + filter_list = list() + for i in range(n_blocks): + filter_list.append(base*(2**i)) + + x0 = l.Conv2D(base, 3, activation='relu', padding='same')(inputs) + x0 = l.BatchNormalization()(x0) + + encode_layers = list() + for i in range(n_blocks): + if i == 0: + encode_layers.append(encode_block(x0, filter_list[i])) + else: + encode_layers.append(encode_block(encode_layers[i-1],filter_list[i])) + + encode_layers = [x0] + encode_layers + encode_layers = list(reversed(encode_layers)) + filter_list = list(reversed(filter_list)) + + for e, layer in enumerate(encode_layers[1:]): + if e == 0: + x = decode_block(encode_layers[0], layer,filter_list[e]) + else: + x = decode_block(x, layer, filter_list[e]) + + return l.Conv2D(num_classes, 3, activation='sigmoid', padding='same')(x) + + +# The following are implementations of similar networks to above but in a form +# that shows the structure of the network more clearly + + +# an implementations of the same network using encode and decode blocks +def make_encode_decode_net_alt1(inputs, num_classes): + x0 = l.Conv2D(base, 3, activation='relu', padding='same')(inputs) + x0 = l.BatchNormalization()(x0) + + x1 = encode_block(x0, 32) + x2 = encode_block(x1, 64) + x3 = encode_block(x2, 128) + + x = decode_block(x3, x2, 128) + x = decode_block(x, x1, 64) + x = decode_block(x, x0, 32) + + # use sigmoid activation and binary crossentropy when on pixel can belong to multiple classes + x = l.Conv2D(num_classes, 3, activation='sigmoid', padding='same')(x) + + # use softmax activation and categorical crossentropy loss when the classes are disjoint + # x = l.Conv2D(num_classes, 3, activation='softmax', padding='same')(x) + return x + + +# A slightly expanded implementation +def make_encode_decode_net_alt2(inputs, num_classes): + x0 = l.Conv2D(base, 3, activation='relu', padding='same')(inputs) + x0 = l.BatchNormalization()(x0) + + x1 = l.SeparableConv2D(32, 3, strides=2, activation='relu', padding='same')(x0) + x1 = l.BatchNormalization()(x1) + x1 = l.SeparableConv2D(32, 3, activation='relu', padding='same')(x1) + x1 = l.BatchNormalization()(x1) + + x2 = l.SeparableConv2D(64, 3, strides=2, activation='relu', padding='same')(x2) + x2 = l.BatchNormalization()(x2) + x2 = l.SeparableConv2D(64, 3, activation='relu', padding='same')(x2) + x2 = l.BatchNormalization()(x2) + + x3 = l.SeparableConv2D(128, 3, strides=2, activation='relu', padding='same')(x2) + x3 = l.BatchNormalization()(x3) + x3 = l.SeparableConv2D(128, 3, activation='relu', padding='same')(x3) + x3 = l.BatchNormalization()(x3) + + up = l.UpSampling2D(size=(2,2))(x3) + mrg = l.concatenate([up, x2], axis=-1) + x = l.SeparableConv2D(filts, 3, activation='relu', padding='same')(mrg) + x = l.BatchNormalization()(x) + x = l.SeparableConv2D(filts, 3, activation='relu', padding='same')(x) + x = l.BatchNormalization()(x) + + up = l.UpSampling2D(size=(2,2))(x) + mrg = l.concatenate([up, x1], axis=-1) + x = l.SeparableConv2D(filts, 3, activation='relu', padding='same')(mrg) + x = l.BatchNormalization()(x) + x = l.SeparableConv2D(filts, 3, activation='relu', padding='same')(x) + x = l.BatchNormalization()(x) + + up = l.UpSampling2D(size=(2,2))(x) + mrg = l.concatenate([up, x0], axis=-1) + x = l.SeparableConv2D(filts, 3, activation='relu', padding='same')(mrg) + x = l.BatchNormalization()(x) + x = l.SeparableConv2D(filts, 3, activation='relu', padding='same')(x) + x = l.BatchNormalization()(x) + + # use sigmoid activation and binary crossentropy when on pixel can belong to multiple classes + x = l.Conv2D(num_classes, 3, activation='sigmoid', padding='same')(x) + + # use softmax activation and categorical crossentropy loss when the classes are disjoint + # x = l.Conv2D(num_classes, 3, activation='softmax', padding='same')(x) + return x diff --git a/code/network_definitions/segmentation_networks_tflayers.py b/code/network_definitions/segmentation_networks_tflayers.py new file mode 100644 index 0000000000..85eec357aa --- /dev/null +++ b/code/network_definitions/segmentation_networks_tflayers.py @@ -0,0 +1,64 @@ +# this requires further testing. +import tensorflow as tf +from tensorflow import layers as l +from tensorflow import nn +from tensorflow import image + +def upsample_2x(x): + shp = tf.shape(x) + return image.resize_bilinear(x, (shp[1]*2, shp[2]*2)) + +def sep_bn(x, filts, strides=1): + x = l.separable_conv2d(x, filts, (3, 3),strides=strides,padding='same', activation=nn.relu) + return l.batch_normalization(x,fused=True) + +def encode_block(x, filts, n_blocks=2): + with tf.name_scope('strided_seperable'): + x = sep_bn(x, filts, 2) + + for i in range(n_blocks-1): + with tf.name_scope('seperable'+str(i+i)): + x = sep_bn(x, filts) + return x + +def decode_block(x_small, x_large, filts, n_blocks=2): + with tf.name_scope('upsample'): + x_up = upsample_2x(x_small) + x = tf.concat((x_up, x_large), axis=-1) + for i in range(n_blocks): + with tf.name_scope('seperable'+str(i)): + x = sep_bn(x, filts) + return x + +def make_encode_decode_net(inputs, num_classes, n_blocks, base=32, filter_list=None): + if filter_list is None: + filter_list = list() + for i in range(n_blocks): + filter_list.append(base*(2**i)) + + with tf.name_scope('segmentation_net'): + x0 = l.conv2d(inputs, base, (3,3), activation=nn.relu, padding='same') + x0 = l.batch_normalization(x0) + encode_layers = list() + for i in range(n_blocks): + name = 'encode_block' + str(i) + with tf.name_scope(name): + if i == 0: + encode_layers.append(encode_block(x0, filter_list[i])) + else: + encode_layers.append(encode_block(encode_layers[i-1],filter_list[i])) + + encode_layers = [x0] + encode_layers + encode_layers = list(reversed(encode_layers)) + filter_list = list(reversed(filter_list)) + + for e, layer in enumerate(encode_layers[1:]): + name = 'decode_block' + str(e) + with tf.name_scope(name): + if e == 0: + x = decode_block(encode_layers[0], layer,filter_list[e]) + else: + x = decode_block(x, layer, filter_list[e]) + + x = l.conv2d(x, num_classes, (3,3), padding='same') + return x diff --git a/code/network_definitions/separable_conv2d.py b/code/network_definitions/separable_conv2d.py new file mode 100644 index 0000000000..8da8ec840a --- /dev/null +++ b/code/network_definitions/separable_conv2d.py @@ -0,0 +1,536 @@ +# Copyright 2017 The TensorFlow Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# ============================================================================== + +# modified by Devin Anzelmo 2017 + +from tensorflow.contrib.keras.python.keras import activations +from tensorflow.contrib.keras.python.keras import backend as K +from tensorflow.contrib.keras.python.keras import constraints +from tensorflow.contrib.keras.python.keras import initializers +from tensorflow.contrib.keras.python.keras import regularizers +from tensorflow.contrib.keras.python.keras.engine import InputSpec +from tensorflow.contrib.keras.python.keras.engine import Layer +from tensorflow.contrib.keras.python.keras.utils.generic_utils import get_custom_objects + +from tensorflow.python.layers import base +from tensorflow.python.layers import utils +from tensorflow.python.layers import convolutional as tf_convolutional_layers + +from tensorflow.python.framework import ops +from tensorflow.python.ops import init_ops +from tensorflow.python.ops import gen_nn_ops +from tensorflow.python.ops import nn_ops +from tensorflow.python.ops import array_ops +from tensorflow.python.ops import nn + + +# pylint: disable=redefined-builtin,line-too-long +def separable_conv2d_tf_nn(input, + depthwise_filter, + pointwise_filter, + strides, + padding, + rate=None, + name=None, + data_format=None): + """2-D convolution with separable filters. + Performs a depthwise convolution that acts separately on channels followed by + a pointwise convolution that mixes channels. Note that this is separability + between dimensions `[1, 2]` and `3`, not spatial separability between + dimensions `1` and `2`. + In detail, + output[b, i, j, k] = sum_{di, dj, q, r] + input[b, strides[1] * i + di, strides[2] * j + dj, q] * + depthwise_filter[di, dj, q, r] * + pointwise_filter[0, 0, q * channel_multiplier + r, k] + `strides` controls the strides for the depthwise convolution only, since + the pointwise convolution has implicit strides of `[1, 1, 1, 1]`. Must have + `strides[0] = strides[3] = 1`. For the most common case of the same + horizontal and vertical strides, `strides = [1, stride, stride, 1]`. + If any value in `rate` is greater than 1, we perform atrous depthwise + convolution, in which case all values in the `strides` tensor must be equal + to 1. + Args: + input: 4-D `Tensor` with shape according to `data_format`. + depthwise_filter: 4-D `Tensor` with shape + `[filter_height, filter_width, in_channels, channel_multiplier]`. + Contains `in_channels` convolutional filters of depth 1. + pointwise_filter: 4-D `Tensor` with shape + `[1, 1, channel_multiplier * in_channels, out_channels]`. Pointwise + filter to mix channels after `depthwise_filter` has convolved spatially. + strides: 1-D of size 4. The strides for the depthwise convolution for + each dimension of `input`. + padding: A string, either `'VALID'` or `'SAME'`. The padding algorithm. + See the @{tf.nn.convolution$comment here} + rate: 1-D of size 2. The dilation rate in which we sample input values + across the `height` and `width` dimensions in atrous convolution. If it is + greater than 1, then all values of strides must be 1. + name: A name for this operation (optional). + data_format: The data format for input. Either "NHWC" (default) or "NCHW". + Returns: + A 4-D `Tensor` with shape according to 'data_format'. For + example, with data_format="NHWC", shape is [batch, out_height, + out_width, out_channels]. + Raises: + ValueError: If channel_multiplier * in_channels > out_channels, + which means that the separable convolution is overparameterized. + """ + with ops.name_scope(name, "separable_conv2d", + [input, depthwise_filter, pointwise_filter]) as name: + input = ops.convert_to_tensor(input, name="tensor_in") + depthwise_filter = ops.convert_to_tensor( + depthwise_filter, name="depthwise_filter") + pointwise_filter = ops.convert_to_tensor( + pointwise_filter, name="pointwise_filter") + + pointwise_filter_shape = pointwise_filter.get_shape().with_rank(4) + pointwise_filter_shape[0].assert_is_compatible_with(1) + pointwise_filter_shape[1].assert_is_compatible_with(1) + + channel_multiplier = depthwise_filter.get_shape().with_rank(4)[3] + if data_format and data_format == "NCHW": + in_channels = input.get_shape().with_rank(4)[1] + else: + in_channels = input.get_shape().with_rank(4)[3] + + out_channels = pointwise_filter_shape[3] + + if rate is None: + rate = [1, 1] + + # If any of channel numbers is unknown, then the comparison below returns + # None. See TensorShape.__gt__(). + #if channel_multiplier * in_channels > out_channels: + # raise ValueError("Refusing to perform an overparameterized separable " + # "convolution: channel_multiplier * in_channels = " + # "%d * %d = %d > %d = out_channels" % + # (channel_multiplier, in_channels, + # channel_multiplier * in_channels, out_channels)) + + # The layout of the ops in the graph are expected to be as follows: + # depthwise_conv2d // Conv2D op corresponding to native deptwise conv. + # separable_conv2d // Conv2D op corresponding to the pointwise conv. + + def op(input_converted, _, padding): + return nn_ops.depthwise_conv2d_native( + input=input_converted, + filter=depthwise_filter, + strides=strides, + padding=padding, + data_format=data_format, + name="depthwise") + + depthwise = nn_ops.with_space_to_batch( + input=input, + filter_shape=array_ops.shape(depthwise_filter), + dilation_rate=rate, + padding=padding, + data_format=data_format, + op=op) + + return nn_ops.conv2d( + depthwise, + pointwise_filter, [1, 1, 1, 1], + padding="VALID", + data_format=data_format, + name=name) + + +def separable_conv2d_keras_backend(x, + depthwise_kernel, + pointwise_kernel, + strides=(1, 1), + padding='valid', + data_format=None, + dilation_rate=(1, 1)): + """2D convolution with separable filters. + Arguments: + x: input tensor + depthwise_kernel: convolution kernel for the depthwise convolution. + pointwise_kernel: kernel for the 1x1 convolution. + strides: strides tuple (length 2). + padding: padding mode, "valid" or "same". + data_format: data format, "channels_first" or "channels_last". + dilation_rate: tuple of integers, + dilation rates for the separable convolution. + Returns: + Output tensor. + Raises: + ValueError: if `data_format` is neither `channels_last` or + `channels_first`. + """ + if data_format is None: + data_format = image_data_format() + if data_format not in {'channels_first', 'channels_last'}: + raise ValueError('Unknown data_format ' + str(data_format)) + + x = _preprocess_conv2d_input(x, data_format) + padding = _preprocess_padding(padding) + strides = (1,) + strides + (1,) + + x = separable_conv2d_tf_nn( + x, + depthwise_kernel, + pointwise_kernel, + strides=strides, + padding=padding, + rate=dilation_rate) + return _postprocess_conv2d_output(x, data_format) + + +class SeparableConv2DTfLayers(tf_convolutional_layers.Conv2D): + """Depthwise separable 2D convolution. + This layer performs a depthwise convolution that acts separately on + channels, followed by a pointwise convolution that mixes channels. + If `use_bias` is True and a bias initializer is provided, + it adds a bias vector to the output. + It then optionally applies an activation function to produce the final output. + Arguments: + filters: Integer, the dimensionality of the output space (i.e. the number + of filters in the convolution). + kernel_size: A tuple or list of 2 integers specifying the spatial + dimensions of of the filters. Can be a single integer to specify the same + value for all spatial dimensions. + strides: A tuple or list of 2 positive integers specifying the strides + of the convolution. Can be a single integer to specify the same value for + all spatial dimensions. + Specifying any `stride` value != 1 is incompatible with specifying + any `dilation_rate` value != 1. + padding: One of `"valid"` or `"same"` (case-insensitive). + data_format: A string, one of `channels_last` (default) or `channels_first`. + The ordering of the dimensions in the inputs. + `channels_last` corresponds to inputs with shape + `(batch, height, width, channels)` while `channels_first` corresponds to + inputs with shape `(batch, channels, height, width)`. + dilation_rate: An integer or tuple/list of 2 integers, specifying + the dilation rate to use for dilated convolution. + Can be a single integer to specify the same value for + all spatial dimensions. + Currently, specifying any `dilation_rate` value != 1 is + incompatible with specifying any stride value != 1. + depth_multiplier: The number of depthwise convolution output channels for + each input channel. The total number of depthwise convolution output + channels will be equal to `num_filters_in * depth_multiplier`. + activation: Activation function. Set it to None to maintain a + linear activation. + use_bias: Boolean, whether the layer uses a bias. + depthwise_initializer: An initializer for the depthwise convolution kernel. + pointwise_initializer: An initializer for the pointwise convolution kernel. + bias_initializer: An initializer for the bias vector. If None, no bias will + be applied. + depthwise_regularizer: Optional regularizer for the depthwise + convolution kernel. + pointwise_regularizer: Optional regularizer for the pointwise + convolution kernel. + bias_regularizer: Optional regularizer for the bias vector. + activity_regularizer: Regularizer function for the output. + trainable: Boolean, if `True` also add variables to the graph collection + `GraphKeys.TRAINABLE_VARIABLES` (see `tf.Variable`). + name: A string, the name of the layer. + """ + + def __init__(self, filters, + kernel_size, + strides=(1, 1), + padding='valid', + data_format='channels_last', + dilation_rate=(1, 1), + depth_multiplier=1, + activation=None, + use_bias=True, + depthwise_initializer=None, + pointwise_initializer=None, + bias_initializer=init_ops.zeros_initializer(), + depthwise_regularizer=None, + pointwise_regularizer=None, + bias_regularizer=None, + activity_regularizer=None, + trainable=True, + name=None, + **kwargs): + super(SeparableConv2DTfLayers, self).__init__( + filters=filters, + kernel_size=kernel_size, + strides=strides, + padding=padding, + data_format=data_format, + dilation_rate=dilation_rate, + activation=activation, + use_bias=use_bias, + bias_regularizer=bias_regularizer, + activity_regularizer=activity_regularizer, + trainable=trainable, + name=name, + **kwargs) + self.depth_multiplier = depth_multiplier + self.depthwise_initializer = depthwise_initializer + self.pointwise_initializer = pointwise_initializer + self.depthwise_regularizer = depthwise_regularizer + self.pointwise_regularizer = pointwise_regularizer + + def build(self, input_shape): + if len(input_shape) < 4: + raise ValueError('Inputs to `SeparableConv2D` should have rank 4. ' + 'Received input shape:', str(input_shape)) + if self.data_format == 'channels_first': + channel_axis = 1 + else: + channel_axis = 3 + if input_shape[channel_axis] is None: + raise ValueError('The channel dimension of the inputs to ' + '`SeparableConv2D` ' + 'should be defined. Found `None`.') + input_dim = int(input_shape[channel_axis]) + self.input_spec = base.InputSpec(ndim=4, axes={channel_axis: input_dim}) + depthwise_kernel_shape = (self.kernel_size[0], + self.kernel_size[1], + input_dim, + self.depth_multiplier) + pointwise_kernel_shape = (1, 1, + self.depth_multiplier * input_dim, + self.filters) + + self.depthwise_kernel = self.add_variable( + name='depthwise_kernel', + shape=depthwise_kernel_shape, + initializer=self.depthwise_initializer, + regularizer=self.depthwise_regularizer, + trainable=True, + dtype=self.dtype) + self.pointwise_kernel = self.add_variable( + name='pointwise_kernel', + shape=pointwise_kernel_shape, + initializer=self.pointwise_initializer, + regularizer=self.pointwise_regularizer, + trainable=True, + dtype=self.dtype) + if self.use_bias: + self.bias = self.add_variable(name='bias', + shape=(self.filters,), + initializer=self.bias_initializer, + regularizer=self.bias_regularizer, + trainable=True, + dtype=self.dtype) + else: + self.bias = None + self.built = True + + def call(self, inputs): + if self.data_format == 'channels_first': + # Reshape to channels last + inputs = array_ops.transpose(inputs, (0, 2, 3, 1)) + + # Apply the actual ops. + outputs = separable_conv2d_tf_nn( + inputs, + self.depthwise_kernel, + self.pointwise_kernel, + strides=(1,) + self.strides + (1,), + padding=self.padding.upper(), + rate=self.dilation_rate) + + if self.data_format == 'channels_first': + # Reshape to channels first + outputs = array_ops.transpose(outputs, (0, 3, 1, 2)) + + if self.bias is not None: + outputs = nn.bias_add( + outputs, + self.bias, + data_format=utils.convert_data_format(self.data_format, ndim=4)) + + if self.activation is not None: + return self.activation(outputs) + return outputs + + def _compute_output_shape(self, input_shape): + input_shape = tensor_shape.TensorShape(input_shape).as_list() + if self.data_format == 'channels_first': + rows = input_shape[2] + cols = input_shape[3] + else: + rows = input_shape[1] + cols = input_shape[2] + + rows = utils.conv_output_length(rows, self.kernel_size[0], + self.padding, self.strides[0]) + cols = utils.conv_output_length(cols, self.kernel_size[1], + self.padding, self.strides[1]) + if self.data_format == 'channels_first': + return tensor_shape.TensorShape( + [input_shape[0], self.filters, rows, cols]) + else: + return tensor_shape.TensorShape( + [input_shape[0], rows, cols, self.filters]) + + + +class SeparableConv2DKeras(SeparableConv2DTfLayers, Layer): + """Depthwise separable 2D convolution. + Separable convolutions consist in first performing + a depthwise spatial convolution + (which acts on each input channel separately) + followed by a pointwise convolution which mixes together the resulting + output channels. The `depth_multiplier` argument controls how many + output channels are generated per input channel in the depthwise step. + Intuitively, separable convolutions can be understood as + a way to factorize a convolution kernel into two smaller kernels, + or as an extreme version of an Inception block. + Arguments: + filters: Integer, the dimensionality of the output space + (i.e. the number output of filters in the convolution). + kernel_size: An integer or tuple/list of 2 integers, specifying the + width and height of the 2D convolution window. + Can be a single integer to specify the same value for + all spatial dimensions. + strides: An integer or tuple/list of 2 integers, + specifying the strides of the convolution along the width and height. + Can be a single integer to specify the same value for + all spatial dimensions. + Specifying any stride value != 1 is incompatible with specifying + any `dilation_rate` value != 1. + padding: one of `"valid"` or `"same"` (case-insensitive). + data_format: A string, + one of `channels_last` (default) or `channels_first`. + The ordering of the dimensions in the inputs. + `channels_last` corresponds to inputs with shape + `(batch, height, width, channels)` while `channels_first` + corresponds to inputs with shape + `(batch, channels, height, width)`. + It defaults to the `image_data_format` value found in your + Keras config file at `~/.keras/keras.json`. + If you never set it, then it will be "channels_last". + depth_multiplier: The number of depthwise convolution output channels + for each input channel. + The total number of depthwise convolution output + channels will be equal to `filterss_in * depth_multiplier`. + activation: Activation function to use. + If you don't specify anything, no activation is applied + (ie. "linear" activation: `a(x) = x`). + use_bias: Boolean, whether the layer uses a bias vector. + depthwise_initializer: Initializer for the depthwise kernel matrix. + pointwise_initializer: Initializer for the pointwise kernel matrix. + bias_initializer: Initializer for the bias vector. + depthwise_regularizer: Regularizer function applied to + the depthwise kernel matrix. + pointwise_regularizer: Regularizer function applied to + the depthwise kernel matrix. + bias_regularizer: Regularizer function applied to the bias vector. + activity_regularizer: Regularizer function applied to + the output of the layer (its "activation").. + depthwise_constraint: Constraint function applied to + the depthwise kernel matrix. + pointwise_constraint: Constraint function applied to + the pointwise kernel matrix. + bias_constraint: Constraint function applied to the bias vector. + Input shape: + 4D tensor with shape: + `(batch, channels, rows, cols)` if data_format='channels_first' + or 4D tensor with shape: + `(batch, rows, cols, channels)` if data_format='channels_last'. + Output shape: + 4D tensor with shape: + `(batch, filters, new_rows, new_cols)` if data_format='channels_first' + or 4D tensor with shape: + `(batch, new_rows, new_cols, filters)` if data_format='channels_last'. + `rows` and `cols` values might have changed due to padding. + """ + + def __init__(self, + filters, + kernel_size, + strides=(1, 1), + padding='valid', + data_format=None, + depth_multiplier=1, + activation=None, + use_bias=True, + depthwise_initializer='glorot_uniform', + pointwise_initializer='glorot_uniform', + bias_initializer='zeros', + depthwise_regularizer=None, + pointwise_regularizer=None, + bias_regularizer=None, + activity_regularizer=None, + depthwise_constraint=None, + pointwise_constraint=None, + bias_constraint=None, + **kwargs): + if data_format is None: + data_format = K.image_data_format() + super(SeparableConv2DKeras, self).__init__( + filters=filters, + kernel_size=kernel_size, + strides=strides, + padding=padding, + data_format=data_format, + activation=activations.get(activation), + use_bias=use_bias, + depthwise_initializer=initializers.get(depthwise_initializer), + pointwise_initializer=initializers.get(pointwise_initializer), + bias_initializer=initializers.get(bias_initializer), + depthwise_regularizer=regularizers.get(depthwise_regularizer), + pointwise_regularizer=regularizers.get(pointwise_regularizer), + bias_regularizer=regularizers.get(bias_regularizer), + activity_regularizer=regularizers.get(activity_regularizer), + **kwargs) + # TODO(fchollet): move weight constraint support to core layers. + self.depthwise_constraint = constraints.get(depthwise_constraint) + self.pointwise_constraint = constraints.get(pointwise_constraint) + self.bias_constraint = constraints.get(bias_constraint) + + def build(self, input_shape): + super(SeparableConv2DKeras, self).build(input_shape) + # TODO(fchollet): move weight constraint support to core layers. + if self.depthwise_constraint: + self.constraints[self.depthwise_kernel] = self.depthwise_constraint + if self.pointwise_constraint: + self.constraints[self.pointwise_kernel] = self.pointwise_constraint + if self.use_bias and self.bias_constraint: + self.constraints[self.bias] = self.bias_constraint + + def get_config(self): + config = { + 'filters': self.filters, + 'kernel_size': self.kernel_size, + 'strides': self.strides, + 'padding': self.padding, + 'data_format': self.data_format, + 'activation': activations.serialize(self.activation), + 'use_bias': self.use_bias, + 'depthwise_initializer': initializers.serialize( + self.depthwise_initializer), + 'pointwise_initializer': initializers.serialize( + self.pointwise_initializer), + 'bias_initializer': initializers.serialize(self.bias_initializer), + 'depthwise_regularizer': regularizers.serialize( + self.depthwise_regularizer), + 'pointwise_regularizer': regularizers.serialize( + self.pointwise_regularizer), + 'bias_regularizer': regularizers.serialize(self.bias_regularizer), + 'activity_regularizer': + regularizers.serialize(self.activity_regularizer), + 'depthwise_constraint': constraints.serialize( + self.depthwise_constraint), + 'pointwise_constraint': constraints.serialize( + self.pointwise_constraint), + 'bias_constraint': constraints.serialize(self.bias_constraint) + } + base_config = super(SeparableConv2DKeras, self).get_config() + return dict(list(base_config.items()) + list(config.items())) + + +# add this to custom objects for restoring model save files +get_custom_objects().update({'SeparableConv2DKeras': SeparableConv2DKeras}) diff --git a/code/predict.py b/code/predict.py new file mode 100644 index 0000000000..3cb547e169 --- /dev/null +++ b/code/predict.py @@ -0,0 +1,38 @@ +import glob +import numpy as np +import os +import sys +from scipy import misc + +import make_model +from utils import data_iterator + + +def make_dir_if_not_exist(path): + if not os.path.exists(path): + os.makedirs(path) + + +if __name__ == '__main__': + if len(sys.argv) != 3: + raise ValueError('predict.py requires a model file name, and output folder name cli input') + + model_file = sys.argv[1] + output_folder = sys.argv[2] + output_path = os.path.join('..', 'data', 'runs', output_folder) + + make_dir_if_not_exist(output_path) + model = make_model.make_example_model() + model.load_weights(os.path.join('..', 'data', 'weights', model_file)) + + data_folder = os.path.join('..', 'data', 'validation') + file_names = sorted(glob.glob(os.path.join(data_folder, 'images', '*.jpeg'))) + + for name in file_names: + image = misc.imread(name) + image = data_iterator.preprocess_input(image.astype(np.float32)) + pred = model.predict_on_batch(np.expand_dims(image, 0)) + base_name = os.path.basename(name).split('.')[0] + base_name = base_name + '_prediction.png' + + misc.imsave(os.path.join(output_path, base_name), np.squeeze((pred * 255).astype(np.uint8))) diff --git a/code/realtime_follower.py b/code/realtime_follower.py new file mode 100644 index 0000000000..56c2520f0a --- /dev/null +++ b/code/realtime_follower.py @@ -0,0 +1,177 @@ +# Copyright (c) 2017, Udacity +# All rights reserved. +# +# Redistribution and use in source and binary forms, with or without +# modification, are permitted provided that the following conditions are met: +# +# 1. Redistributions of source code must retain the above copyright notice, this +# list of conditions and the following disclaimer. +# 2. Redistributions in binary form must reproduce the above copyright notice, +# this list of conditions and the following disclaimer in the documentation +# and/or other materials provided with the distribution. +# +# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND +# ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +# WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +# DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR +# ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES +# (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; +# LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND +# ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS +# SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +# +# The views and conclusions contained in the software and documentation are those +# of the authors and should not be interpreted as representing official policies, +# either expressed or implied, of the FreeBSD Project + +# Author: Devin Anzelmo + +import argparse +import base64 +import math +import numpy as np +import os +import time +from PIL import Image +from io import BytesIO +from scipy import misc + +import cv2 +from socketIO_client import SocketIO, LoggingNamespace + +import make_model +from utils import data_iterator +from utils import preprocess_ims +from utils import visualization + + +def to_radians(deg_ang): + return deg_ang * (math.pi / 180) + + +def overlay_viz(image, pred): + result = visualization.overlay_predictions(image, pred, None, 0.5, 1) + result = result.convert('RGB') + result = np.asarray(result) + cv2.imshow('result', result[:, :, ::-1].copy()) + cv2.waitKey(1) + + +class Follower(object): + def __init__(self, image_save_dir, pred_viz_enabled = False): + self.image_save_dir = image_save_dir + self.last_time_saved = time.time() + self.num_no_see = 0 + self.pred_viz_enabled = pred_viz_enabled + self.target_found = False + + def on_sensor_data(self, data): + rgb_image = Image.open(BytesIO(base64.b64decode(data['rgb_image']))) + rgb_image = np.asarray(rgb_image) + + if rgb_image.shape != (256, 256, 3): + print('image shape not 256, 256, 3') + return None + + rgb_image = data_iterator.preprocess_input(rgb_image) + pred = np.squeeze(model.predict(np.expand_dims(rgb_image, 0))) + + target_mask = pred[:, :, 1] > 0.5 + + if self.pred_viz_enabled: + overlay_viz(rgb_image, pred) + + # reduce the number of false positives by requiring more pixels to be identified as containing the target + if target_mask.sum() > 10: + + # Temporary move so we only get the overlays with positive identification + if self.image_save_dir is not None: + if time.time() - self.last_time_saved > 1: + result = visualization.overlay_predictions(rgb_image, pred, None, 0.5, 1) + out_file = os.path.join(self.image_save_dir, 'overlay_' + str(time.time()) + '.png') + misc.imsave(out_file, result) + self.last_time_saved = time.time() + + # centroid = scoring_utils.get_centroid_largest_blob(target_mask) + + # scale the centroid from the nn image size to the original image size + # centroid = centroid.astype(np.int).tolist() + + # with the depth image, and centroid from prediction we can compute + # the x,y,z coordinates where the ray intersects an object + + # ray = ray_casting.cast_ray(data, [centroid[1], centroid[0]]) + # pose = np.array(list(map(float, data['gimbal_pose'].split(',')))) + + # TODO add rotation of the camera with respect to the gimbal + + # create the rotation matrix to rotate the sensors frame of reference to the world frame + # rot = transformations.euler_matrix(to_radians(pose[3]), + # to_radians(pose[4]), + # to_radians(pose[5]))[:3, :3] + + # rotate array + # ray = np.dot(rot, np.array(ray)) + + # marker_pos = (pose[:3] + ray).tolist() + [0, 0, 0] + # marker_msg = sio_msgs.create_box_marker_msg(np.random.randint(99999), marker_pos) + # socketIO.emit('create_box_marker', marker_msg) + socketIO.emit('object_detected', {'coords': [0, 0, 0]}) + self.target_found = True + self.num_no_see = 0 + + elif self.target_found: + self.num_no_see += 1 + + if self.target_found and self.num_no_see > 8: + socketIO.emit('object_lost', {'data': ''}) + self.target_found = False + self.num_no_see = 0 + + +def on_disconnect(): + print('disconnect') + + +def on_connect(): + print('connect') + + +def on_reconnect(): + print('reconnect') + + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + + parser.add_argument('model_file', + help='The model file to use for inference') + + parser.add_argument('--pred_viz', + action='store_true', + help='display live overlay visualization with prediction regions') + + parser.add_argument('--pred_images', + help='Save images with prediction overlay, parameters is directory name to save to.') + + + args = parser.parse_args() + + model_path = os.path.join('..', 'data', 'weights', args.model_file) + model = make_model.make_example_model() + model.load_weights(model_path) + + pred_images_path = None + if args.pred_images is not None: + pred_images_path = os.path.join('..', 'data', 'runs', args.pred_images) + preprocess_ims.make_dir_if_not_exist(pred_images_path) + + follower = Follower(pred_images_path, args.pred_viz) + + socketIO = SocketIO('localhost', 4567, LoggingNamespace) + socketIO.on('connect', on_connect) + socketIO.on('disconnect', on_disconnect) + socketIO.on('reconnect', on_reconnect) + socketIO.on('sensor_data', follower.on_sensor_data) + socketIO.wait(seconds=100000000) diff --git a/code/server.py b/code/server.py new file mode 100644 index 0000000000..4ac309520e --- /dev/null +++ b/code/server.py @@ -0,0 +1,72 @@ +# Copyright (c) 2017, Electric Movement +# All rights reserved. +# +# Redistribution and use in source and binary forms, with or without +# modification, are permitted provided that the following conditions are met: +# +# 1. Redistributions of source code must retain the above copyright notice, this +# list of conditions and the following disclaimer. +# 2. Redistributions in binary form must reproduce the above copyright notice, +# this list of conditions and the following disclaimer in the documentation +# and/or other materials provided with the distribution. +# +# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND +# ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +# WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +# DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR +# ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES +# (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; +# LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND +# ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS +# SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +# +# The views and conclusions contained in the software and documentation are those +# of the authors and should not be interpreted as representing official policies, +# either expressed or implied, of the FreeBSD Project + +# Author: Brandon Kinman + +import eventlet.wsgi +import socketio +from flask import Flask + +# Create socketio server and Flask app +sio = socketio.Server() +app = Flask(__name__) + + +@sio.on('create_box_marker') +def create_box_marker(sid, data): + print(data) + sio.emit('create_box_marker', data, skip_sid=sid) + + +@sio.on('object_lost') +def target_lost(sid, data): + print(data, 'object_lost') + sio.emit('object_lost', data, skip_sid=sid) + + +@sio.on('delete_marker') +def delete_marker(sid, data): + sio.emit('delete_marker', data, skip_sid=sid) + + +@sio.on('object_detected') +def object_detected(sid, data): + print(data) + sio.emit('object_detected', data, skip_sid=sid) + + +@sio.on('sensor_frame') +def sensor_frame(sid, data): + sio.emit('sensor_data', data, skip_sid=sid) + + +if __name__ == '__main__': + # wrap Flask application with socketio's middleware + app = socketio.Middleware(sio, app) + + # deploy as an eventlet WSGI server + eventlet.wsgi.server(eventlet.listen(('', 4567)), app) diff --git a/code/tests/readme.md b/code/tests/readme.md new file mode 100644 index 0000000000..6b36b31314 --- /dev/null +++ b/code/tests/readme.md @@ -0,0 +1,18 @@ +#### current debugging methods + +The general idea is to varify that the data being sent to the quad matches what state the of simulator +Likewise we varify that the data being received from the quad is the same as the quad state + +run `python server.py` and then `python tests_asof_sept3.py`and instructions to create a marker box using the center pixel coordinates of the image will be intermittently sent to the simulator. + +The way I am debugging is to run the simulation in unity(I build for everything else). In the unity inspector panel, +left click on the `i` symbol located in the upper left corner, and select `debug` this will give access to additional information about the world state + + +Select the followme option on the opening menu of the sim. after the sim has loaded I generally navigate so the quad +is directly facing a building. then use the mouse wheel to change the viewpoint to be decently far from the quad. A green block is supposed to appear directly in front of the quad, or in the center of image on the lower right(the block doesn't show up in this image though) + +You can check the quads coordinates by selecting `Quad Drone` in the hierarchy, and the markers will appear in the hierchy named after there ids(a five digit integer). Selecting these will allow for access to the pose of the marker. + +if the marker, and the drone are in the place python code thinks its supposed to be, then likely the python code is creating the marker position incorrectly, otherwise is the there is disagreement in any of the positions between the inspector in unity and the python code, then this either has to be found and fixed or temporarily compensated for to allow further debugging. + diff --git a/code/tests/rgb_cam_viewer b/code/tests/rgb_cam_viewer new file mode 100755 index 0000000000..31a367c7ac --- /dev/null +++ b/code/tests/rgb_cam_viewer @@ -0,0 +1,58 @@ +#!/usr/bin/env python + +# Copyright (c) 2017, Electric Movement +# All rights reserved. +# +# Redistribution and use in source and binary forms, with or without +# modification, are permitted provided that the following conditions are met: +# +# 1. Redistributions of source code must retain the above copyright notice, this +# list of conditions and the following disclaimer. +# 2. Redistributions in binary form must reproduce the above copyright notice, +# this list of conditions and the following disclaimer in the documentation +# and/or other materials provided with the distribution. +# +# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND +# ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +# WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +# DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR +# ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES +# (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; +# LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND +# ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS +# SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +# +# The views and conclusions contained in the software and documentation are those +# of the authors and should not be interpreted as representing official policies, +# either expressed or implied, of the FreeBSD Project + +# Author: Brandon Kinman + +import cv2 +import base64 +import numpy as np + +from io import BytesIO +from PIL import Image +from socketIO_client import SocketIO, LoggingNamespace + +def on_sensor_data(data): + rgb_image = Image.open(BytesIO(base64.b64decode(data['rgb_image']))).convert('RGB') + rgb_image = np.asarray(rgb_image) + cv2.imshow('rgb_image',rgb_image[:, :, ::-1].copy()) + cv2.waitKey(1) + + # result = visualization.overlay_predictions(rgb_image, pred, None, 0.5, 1) + # result = result.convert('RGB') + # result = np.asarray(result) + # cv2.imshow('result',result[:, :, ::-1].copy()) + # cv2.waitKey(1) + +if __name__ == '__main__': + socketIO = SocketIO('localhost', 4567, LoggingNamespace) + socketIO.on('sensor_data', on_sensor_data) + + socketIO.wait(100000) + + cv2.destroyAllWindows() diff --git a/code/tests/test_target_follower.py b/code/tests/test_target_follower.py new file mode 100755 index 0000000000..79621bfefb --- /dev/null +++ b/code/tests/test_target_follower.py @@ -0,0 +1,130 @@ +#!/usr/bin/env python + +import sys +import base64 +import math +import numpy as np +from io import BytesIO +from PIL import Image +from scipy import misc +import time + +from tensorflow.contrib.keras.python.keras import optimizers +from tensorflow.contrib.keras.python import keras + +sys.path.append('..') +from utils import sio_msgs +from utils import transformations + +from socketIO_client import SocketIO, LoggingNamespace + +# the y position value seems to have its sign switched +# every time it goes to or from the sim +# TODO remove this patch when the sign switch is fixed in the sim +def tmpfix_position(pose): + pose = np.array(pose) + # swap the sign of y + pose[1] = -pose[1] + return pose + +def tmpfix_position_list(pose): + pose = np.array(pose) + # swap the sign of y + pose[1] = -pose[1] + return pose.tolist() + +def to_radians(deg_ang): + return deg_ang * (math.pi/180) + + +def distance(a, b): + return np.sqrt(np.sum(np.power(a - b, 2))) + + +class TargIter(object): + def __init__(self, targets): + self.targets = targets + self.n_targets = len(targets) + self.current_index = 0 + + def update(self): + pass + + def __iter__(self): + return self + + def __next__(self): + if self.current_index == self.n_targets: + return None + + else: + ret_val = self.targets[self.current_index] + self.current_index += 1 + return np.array(ret_val) + +class ObjectiveUpdater(object): + + def __init__(self, target_iter): + self.target_iter = target_iter + self.current_target = None + self.last_pose = None + self.next_marker_id = 0 + + def emit_marker(self, pose): + msg = sio_msgs.create_box_marker_msg(self.next_marker_id, pose) + self.next_marker_id += 1 + print(msg) + socketIO.emit('create_box_marker', msg) + + def update_target(self, pose): + + self.last_pose = pose + self.current_target = next(self.target_iter) + + if self.current_target is None: + return None + + self.emit_marker(tmpfix_position_list(self.current_target.tolist() + [0,0,0])) + msg = sio_msgs.create_object_detected_msg(tmpfix_position_list(self.current_target)) + socketIO.emit('object_detected',msg) + + def on_sensor_data(self, data): + + # TODO remove this when sign flip on y is fixed in unity sim + quad_pose = tmpfix_position(list(map(float, data['pose'].split(',')))) + + + if self.last_pose is None: + self.update_target(quad_pose) + + elif self.current_target is None: + return None + + elif distance(self.last_pose[:3], self.current_target) < 1.25: + self.update_target(quad_pose) + + + self.last_pose = quad_pose + + +def on_disconnect(): + print('disconnect') + + +def on_connect(): + print('connect') + + +def on_reconnect(): + print('reconnect') + + +if __name__ == '__main__': + targ_iter = TargIter([[0, 0, 55], [50,0,55], [50,50,55],[0, 50, 55], [0, 0, 55], [0,0,10]]) + updater = ObjectiveUpdater(targ_iter) + socketIO = SocketIO('localhost', 4567, LoggingNamespace) + socketIO.on('connect', on_connect) + socketIO.on('disconnect', on_disconnect) + socketIO.on('reconnect', on_reconnect) + socketIO.on('sensor_data', updater.on_sensor_data) + socketIO.wait(seconds=100000000) diff --git a/code/tests/test_target_lost.py b/code/tests/test_target_lost.py new file mode 100755 index 0000000000..7b428c7ee8 --- /dev/null +++ b/code/tests/test_target_lost.py @@ -0,0 +1,53 @@ +#!/usr/bin/env python + +import time +from socketIO_client import SocketIO, LoggingNamespace + +class TestTargetLost(object): + def __init__(self, wait_time=1): + self.wait_time = wait_time + self.last_mode_change = 0 + self.mode = 'target_lost' + + + def on_sensor_data(self, data): + timestamp = float(data['timestamp']) + dt = timestamp - self.last_mode_change + + if dt > self.wait_time and self.mode=='object_detected': + self.last_mode_change = timestamp + self.mode = 'target_lost' + self.last_mode_change = 0 + socketIO.emit(self.mode, '') + + if dt > self.wait_time and self.mode=='target_lost': + self.last_mode_change = timestamp + self.mode = 'object_detected' + self.last_mode_change = 0 + socketIO.emit(self.mode, {'coords':[0,0,10]}) + +def on_disconnect(): + print('disconnect') + + +def on_connect(): + print('connect') + + +def on_reconnect(): + print('reconnect') + + +if __name__ == '__main__': + tester = TestTargetLost() + socketIO = SocketIO('localhost', 4567, LoggingNamespace) + socketIO.on('connect', on_connect) + socketIO.on('disconnect', on_disconnect) + socketIO.on('reconnect', on_reconnect) + socketIO.on('sensor_data', tester.on_sensor_data) + + for i in range(100): + tester.on_sensor_data({"timestamp":str(time.time()+i*3)}) + time.sleep(0.2) + + #socketIO.wait(seconds=100000000) diff --git a/code/tests/tests_asof_sept3.py b/code/tests/tests_asof_sept3.py new file mode 100755 index 0000000000..eff81e373f --- /dev/null +++ b/code/tests/tests_asof_sept3.py @@ -0,0 +1,119 @@ +#!/usr/bin/env python + +import sys +import base64 +import math +import numpy as np +from io import BytesIO +from PIL import Image +from scipy import misc + +from tensorflow.contrib.keras.python.keras import optimizers +from tensorflow.contrib.keras.python import keras + +sys.path.append('..') +from utils import ray_casting +from utils import sio_msgs +from utils import transformations + +from socketIO_client import SocketIO, LoggingNamespace + +# the y position value seems to have its sign switched +# every time it goes to or from the sim +# TODO remove this patch when the sign switch is fixed in the sim +def tmpfix_position(pose): + pose = np.array(pose) + # swap the sign of y + pose[1] = -pose[1] + return pose + +def to_radians(deg_ang): + return deg_ang * (math.pi/180) + +# current debugging function +def on_sensor_data(data): + #print('Sensor frame received') + rgb_image = Image.open(BytesIO(base64.b64decode(data['rgb_image']))) + rgb_image = Image.open(BytesIO(base64.b64decode(data['rgb_image']))) + rgb_image = np.asarray(rgb_image) + + if rgb_image.shape != (256,256,3): + print('image shape not 256, 256, 3') + return None + + # to save the received rgb images + # np.save(str(np.random.randint(9999)), rgb_image) + + # only draw boxes every few seconds + if np.random.randint(45) > 41: + + # cast a ray directly at the center of the image + # once this works we would need to vary this so that the centroid is not in the center of the image + # some errors will be suppressed by the symetry of this pixel choice, which is what I want at this moment. + ray = ray_casting.cast_ray(data, [128, 128]) + + # gimbal pose and quad pose: I am pretty sure they are in the world reference frame + # TODO remove this when sign flip on y is fixed in unity sim + gimbal_pose = tmpfix_position(list(map(float, data['gimbal_pose'].split(',')))) + + # TODO remove this when sign flip on y is fixed in unity sim + quad_pose = tmpfix_position(list(map(float, data['pose'].split(',')))) + + + + # the sim world has a static reference frame, the angle below is the angle between the world frame and the sensor frame + rot = transformations.euler_matrix(to_radians(gimbal_pose[3]), + to_radians(gimbal_pose[4]), + -to_radians(gimbal_pose[5]))[:3,:3] + + # this is the identity rotation. The conventions of transformations, is w,x,y,z, and for unity x,y,z,w + gimbal_cam_rot = transformations.quaternion_matrix((1,0,0,0))[:3,:3] + + # rotate the ray coordinates, so the ray is in the world frame. I think the order may matter here. + print('ray unrotated', ray) + ray = np.dot(gimbal_cam_rot, ray) + ray = np.dot(rot, np.array(ray)) + print('ray rotated', ray) + + # print some more debug data + + euler = gimbal_pose[3:] + quaternion = transformations.quaternion_from_euler(euler[0], euler[1], euler[2]) + print('gimbal_rotation_quat', quaternion) + print('gimbal_pose_received', data['gimbal_pose']) + print('gimbal_pose_fixed', gimbal_pose) + + euler = quad_pose[3:] + quaternion = transformations.quaternion_from_euler(euler[0], euler[1], euler[2]) + print('quad_rotation_quat', quaternion) + print('quad_position_received', data['pose']) + print('quad_pose_fixed', quad_pose) + + # Flip the sign again so that that the pose received set by the sim is correct + # TODO remove the call to tmpfix when sign flip on y is fixed in unity sim + marker_pos = tmpfix_position((gimbal_pose[:3] + ray).tolist() + [0,0,0]).tolist() + + marker_rot = [0,0,0] + quaternion = transformations.quaternion_from_euler(*marker_rot) + print('marker_rotation_quat', quaternion, '\n\n') + + # prepare the marker message and send + marker_msg = sio_msgs.create_box_marker_msg(np.random.randint(99999), marker_pos) + socketIO.emit('create_box_marker', marker_msg) + +def on_disconnect(): + print('disconnect') + +def on_connect(): + print('connect') + +def on_reconnect(): + print('reconnect') + +if __name__ == '__main__': + socketIO = SocketIO('localhost', 4567, LoggingNamespace) + socketIO.on('connect', on_connect) + socketIO.on('disconnect', on_disconnect) + socketIO.on('reconnect', on_reconnect) + socketIO.on('sensor_data', on_sensor_data) + socketIO.wait(seconds=100000000) diff --git a/code/train_template.py b/code/train_template.py new file mode 100644 index 0000000000..f06d2e7106 --- /dev/null +++ b/code/train_template.py @@ -0,0 +1,26 @@ +import argparse +import os + +from tensorflow.contrib.keras.python import keras + +import make_model +from utils import data_iterator + +if __name__ == '__main__': + + parser = argparse.ArgumentParser() + + parser.add_argument('save_model_file', + help='the file to save the model to') + + parser.add_argument('pretrain_model_file', + help='if you dont have one just enter anything that is not a model file') + + args = parser.parse_args() + model_save_file = args.save_model_file + model_load_file = args.pretrain_model_file + + if args.pretrain_model_file is not None: + model_path = os.path.join('..', 'data', 'weights', model_load_file) + + # TODO instantiate data iterators and implement a training loop diff --git a/code/utils/.preprocess_ims.py.swp b/code/utils/.preprocess_ims.py.swp new file mode 100644 index 0000000000000000000000000000000000000000..a9e213fb7966098e02f3c1fee98b1c15bdf4ecb1 GIT binary patch literal 16384 zcmeHOTWlj&8JwcdFX|Qvm3xR@j8jq-J+Br9DA}E)v<#wn?|dxJN6tW(;d&4 zIpbur4=oSC6Bi+I5fZ#`duXZD3w=PKa*>bpWblIUESkzJ;&g4 zBhR!1>T*=?aUnY9Koo}iNA-}Fr3|DD9L~Uv%3^Ur&e54uC)usHv=6VEmZS`%45SRC z45SRC45SRC45SRC4E*0Q;0@oTJd9DjDHz$s;PaY^&ufF<4+Nk0Pm~8g(~p#al!26i zl!26il!26il!26il!26il!26il!5<226RJF=AhU2>A;WY|Ka)n#hVr7Ip8P2$AGiI zUBGW{Qk2Jl`+=K*U*4!F&jSwwbHMLzP?XOBW#HAfE6O*4E#L(3)9V%GSzs4PGqao`)k*MZLhSAc!sGO!7p1>ObR3ETnv?KocpC5k0l2_f;2PjZNV0qe*aGeYP5~!@m%u&o|4f*4xq3fgxXeDY zxSjQMce~Tm2gMvaxtzGOm|Ie)qBHV_Bd^nUEQ7mjnK^i!LictG4?3ouO%&!?W}u5p zB9l{O%dzY{3%@Qxz&7_fRIk%FEiQZw|S&<9gi4TBh)_xaV;-4dyvac)D%qu3=u`Y{%JS z-VXOi#dMdmF2~y~%+?3ofNfcD4NTE1;H4IQmnZd2beD%s7du^D@LZnJcb_GaarFX< zF#*NEIwWB%8*KMUzs^v1J#pdm;>Fp-?}dvB)u$_VAFV=*kn1g8;1>&GXqg_3NAO{? 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Redistributions of source code must retain the above copyright notice, this +# list of conditions and the following disclaimer. +# 2. Redistributions in binary form must reproduce the above copyright notice, +# this list of conditions and the following disclaimer in the documentation +# and/or other materials provided with the distribution. +# +# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND +# ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +# WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +# DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR +# ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES +# (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; +# LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND +# ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS +# SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +# +# The views and conclusions contained in the software and documentation are those +# of the authors and should not be interpreted as representing official policies, +# either expressed or implied, of the FreeBSD Project + +# Author: Brandon Kinman + +import base64 +import math +import numpy as np + +from io import BytesIO +from PIL import Image + +def cast_ray(sensor_frame, pixel_coords): + """ Given pixel coordinates, returns (x,y,z) coordinate tuple, + expressed in the sensor's coordinate frame. + + Functionality is achieved by casting a ray from the camera's + focal point, through the pixel location on the image plane. + Depth is determined by indexing to the sensor frame's associated + depth image. The initial pose of the camera is provided in the + sensor frame. + + Args: + sensor_frame (dict): Sensor frame message from the simulator. + pixel_coords (dict([x,y])): pixel coords in sensor_frame + + Returns: + (x,y,z): Coordinates of object which was hit. + """ + z_far = 500.0 + z_near = 0.1 + hres = 256 + vres = 256 + focal_len = z_near + vertical_fov_deg = 60 + horizontal_fov_deg = 60 + + # maximum and minimum value in the depth image + depth_max = 255. + depth_min = 0. + + vertical_fov_rad = vertical_fov_deg * math.pi / 180 + horizontal_fov_rad = horizontal_fov_deg * math.pi / 180 + + #FYI: +x axis points from origin to the center of the image plane + # +y axis points towards the left of the image plane. + # +z axis points towards the top of the image plane + + origin = np.array([0, 0, 0], dtype=float) + + # w is a unit vector pointing towards center of image plane from origin + # (along the +x axis) + w = np.array([focal_len, 0, 0] - origin, dtype=float) + w = w / np.linalg.norm(w) + + # u is a unit vector pointing towards the upper right of the image from the upper left + # (-y according the coordinate convention stated above) + #vup is simply a gector poininng "upwards" + vup = np.array([0, 0, 1], dtype=float) + u = - np.cross(vup, w) + + # v is a unit vector pointing towards the lower left of the image from the upper left + # (-z according to the coordinate convention stated above) + v = np.cross(w, u) + + # note, in the above coordinate system, the upper left corner of the + # image is at (0,0), and the lower right is at (hres-1, vres-1) + half_height = math.tan(vertical_fov_rad/2) + half_width = math.tan(horizontal_fov_rad/2) + upper_left_corner = focal_len*w - half_width * u - half_height * v + horizontal = 2.0 * half_width * u + vertical = 2.0 * half_height * v + + #vector representing a single pixel increment along u and v + u_increment = horizontal / float(hres) + v_increment = vertical / float(vres) + + # Ray points from the camera origin to the pixel coordinate of interest + u_idx = pixel_coords[0] + v_idx = pixel_coords[1] + ray = upper_left_corner + + ray += u_idx * u_increment + u_increment/2 + ray += v_idx * v_increment + v_increment/2 + ray = ray / np.linalg.norm(ray) + + depth_image = Image.open(BytesIO(base64.b64decode(sensor_frame['depth_image']))) + depth_image = np.asarray(depth_image) + + # scale the depth image between z_near, and z_far + # f(min_depth) = z_near, because min_depth = 0 + a = (z_far-z_near)/depth_max + b = z_near + + # f(x) = ax + b + z = a * (depth_image[u_idx,v_idx,0]) - b + + return z*ray \ No newline at end of file diff --git a/code/utils/scoring_utils.py b/code/utils/scoring_utils.py new file mode 100644 index 0000000000..8dacadf4e6 --- /dev/null +++ b/code/utils/scoring_utils.py @@ -0,0 +1,86 @@ +# contains metrics for evaluating the quality of an NN solution + +import numpy as np +from skimage import morphology +from scipy import ndimage as ndi + + +def intersection_over_union(y_true, y_pred): + """Computes the intersection over union of to arrays containing 1's and 0's + + Assumes y_true has converted from real value to binary values. + """ + + if np.sum(y_true == 1) + np.sum(y_true == 0) != y_true.shape[0]*y_true.shape[1]: + raise ValueError('Groud truth mask must only contain values from the set {0,1}') + + if np.sum(y_pred == 1) + np.sum(y_pred == 0) != y_pred.shape[0]*y_pred.shape[1]: + raise ValueError('Segmentation mask must only contain values from the set {0,1}') + + if y_true.ndim != 2: + if y_true.shape[2] != 1 or y_true.shape[2] != 0: + raise ValueError('Too many ground truth masks are present') + + if y_pred.ndim != 2: + if y_pred.shape[2] != 1 or y_pred.shape[2] != 0: + raise ValueError('too many segmentation masks are present') + + if y_pred.shape != y_true.shape: + raise ValueError('The dimensions of y_true, and y_pred are not the same') + + intersection = np.sum(y_true * y_pred).astype(np.float) + union = np.sum(np.clip(y_true + y_pred, 0, 1)).astype(np.float) + + # Alternatively we can return some small value epsilon + if union == 0: + # return 1e-10 + return 0 + + else: + return intersection/union # + 1e-10 + + +def jaccard_distance(y_true, y_pred): + return 1 - intersection_over_union(y_true, y_pred) + + +def average_squared_distance(y_true, y_pred): + if y_pred.shape != y_true.shape: + raise ValueError('The dimensions of y_true, and y_pred are not the same') + + return np.sqrt(np.sum(np.power(y_true - y_pred, 2))) + + +def average_squared_log_distance(y_true, y_pred): + if y_pred.shape != y_true.shape: + raise ValueError('The dimensions of y_true, and y_pred are not the same') + + dist = np.abs(y_true-y_pred) + return np.sqrt(np.sum(np.power(np.log1p(dist), 2))) + + +def get_centroid(seg_mask, slices): + sliced = seg_mask[slices] + ys, xs = np.where(sliced) + + # get the centroid coordinates in the original image + y_cent = np.round(ys.mean()).astype(np.int) + slices[0].start + x_cent = np.round(xs.mean()).astype(np.int) + slices[1].start + return y_cent, x_cent + + +def find_largest_obj(seg_mask, objs): + counts = list() + for slices in objs: + counts.append((seg_mask[slices]).sum()) + max_id = np.argmax(np.array(counts)) + largest_obj = objs[max_id] + return largest_obj + + +def get_centroid_largest_blob(seg_mask): + labeled_blobs = ndi.label(seg_mask) + objs = ndi.find_objects(labeled_blobs[0]) + largest_obj = find_largest_obj(seg_mask, objs) + return np.array(get_centroid(seg_mask, largest_obj)) + diff --git a/code/utils/sio_msgs.py b/code/utils/sio_msgs.py new file mode 100644 index 0000000000..a4ed48d3b1 --- /dev/null +++ b/code/utils/sio_msgs.py @@ -0,0 +1,77 @@ +#!/usr/bin/env python + +# Copyright (c) 2017, Electric Movement +# All rights reserved. +# +# Redistribution and use in source and binary forms, with or without +# modification, are permitted provided that the following conditions are met: +# +# 1. Redistributions of source code must retain the above copyright notice, this +# list of conditions and the following disclaimer. +# 2. Redistributions in binary form must reproduce the above copyright notice, +# this list of conditions and the following disclaimer in the documentation +# and/or other materials provided with the distribution. +# +# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND +# ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +# WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +# DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR +# ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES +# (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; +# LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND +# ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS +# SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +# +# The views and conclusions contained in the software and documentation are those +# of the authors and should not be interpreted as representing official policies, +# either expressed or implied, of the FreeBSD Project + +# Author: Brandon Kinman +import base64 + +from io import BytesIO +from PIL import Image + + +def create_box_marker_msg(id, pose, dims=(1.0,1.0,1.0), color=(0,1,0,0.8), duration=60): + """ Creates a box marker message to be passed to the simulator. + + Args: + id (int): Identifier for the box marker. + pose (list): Pose of the box [x, y, z, roll, pitch, yaw] + dims (list): Dimensions of the box in meters [height, width, depth] + color (list): Color and Alpha of the box, with all values as floats + ranging from 0-1 [r,g,b,a] + duration (int): How long the box will exist, -1 means forever + + Returns: + dict: JSON message to be emitted as socketio event + """ + msg = { + 'id': id, + 'pose': pose, + 'dimensions': dims, + 'color': color, + 'duration': duration + } + return msg + +def create_object_detected_msg(position): + """creates an xyz message of target location""" + return {'coords':position} + + +def create_delete_marker_msg(id): + """ Creates a delete marker message. + + Marker with the given id will be delete, -1 deletes all markers + + Args: + id (int): Identifier of the marker + + Returns: + dict: JSON message to be emitted as socketio event + """ + return {'id': id} + diff --git a/code/utils/transformations.py b/code/utils/transformations.py new file mode 100644 index 0000000000..bc232663b6 --- /dev/null +++ b/code/utils/transformations.py @@ -0,0 +1,1930 @@ +# Copyright (c) 2006-2017, Christoph Gohlke +# Copyright (c) 2006-2017, The Regents of the University of California +# Produced at the Laboratory for Fluorescence Dynamics +# All rights reserved. +# +# Redistribution and use in source and binary forms, with or without +# modification, are permitted provided that the following conditions are met: +# +# * Redistributions of source code must retain the above copyright +# notice, this list of conditions and the following disclaimer. +# * Redistributions in binary form must reproduce the above copyright +# notice, this list of conditions and the following disclaimer in the +# documentation and/or other materials provided with the distribution. +# * Neither the name of the copyright holders nor the names of any +# contributors may be used to endorse or promote products derived +# from this software without specific prior written permission. +# +# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" +# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE +# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE +# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR +# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF +# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS +# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN +# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) +# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE +# POSSIBILITY OF SUCH DAMAGE. + +"""Homogeneous Transformation Matrices and Quaternions. + +A library for calculating 4x4 matrices for translating, rotating, reflecting, +scaling, shearing, projecting, orthogonalizing, and superimposing arrays of +3D homogeneous coordinates as well as for converting between rotation matrices, +Euler angles, and quaternions. Also includes an Arcball control object and +functions to decompose transformation matrices. + +:Author: + `Christoph Gohlke `_ + +:Organization: + Laboratory for Fluorescence Dynamics, University of California, Irvine + +:Version: 2017.02.17 + +Requirements +------------ +* `CPython 2.7 or 3.5 `_ +* `Numpy 1.11 `_ +* `Transformations.c 2017.02.17 `_ + (recommended for speedup of some functions) + +Notes +----- +The API is not stable yet and is expected to change between revisions. + +This Python code is not optimized for speed. Refer to the transformations.c +module for a faster implementation of some functions. + +Documentation in HTML format can be generated with epydoc. + +Matrices (M) can be inverted using numpy.linalg.inv(M), be concatenated using +numpy.dot(M0, M1), or transform homogeneous coordinate arrays (v) using +numpy.dot(M, v) for shape (4, \*) column vectors, respectively +numpy.dot(v, M.T) for shape (\*, 4) row vectors ("array of points"). + +This module follows the "column vectors on the right" and "row major storage" +(C contiguous) conventions. The translation components are in the right column +of the transformation matrix, i.e. M[:3, 3]. +The transpose of the transformation matrices may have to be used to interface +with other graphics systems, e.g. with OpenGL's glMultMatrixd(). See also [16]. + +Calculations are carried out with numpy.float64 precision. + +Vector, point, quaternion, and matrix function arguments are expected to be +"array like", i.e. tuple, list, or numpy arrays. + +Return types are numpy arrays unless specified otherwise. + +Angles are in radians unless specified otherwise. + +Quaternions w+ix+jy+kz are represented as [w, x, y, z]. + +A triple of Euler angles can be applied/interpreted in 24 ways, which can +be specified using a 4 character string or encoded 4-tuple: + + *Axes 4-string*: e.g. 'sxyz' or 'ryxy' + + - first character : rotations are applied to 's'tatic or 'r'otating frame + - remaining characters : successive rotation axis 'x', 'y', or 'z' + + *Axes 4-tuple*: e.g. (0, 0, 0, 0) or (1, 1, 1, 1) + + - inner axis: code of axis ('x':0, 'y':1, 'z':2) of rightmost matrix. + - parity : even (0) if inner axis 'x' is followed by 'y', 'y' is followed + by 'z', or 'z' is followed by 'x'. Otherwise odd (1). + - repetition : first and last axis are same (1) or different (0). + - frame : rotations are applied to static (0) or rotating (1) frame. + +Other Python packages and modules for 3D transformations and quaternions: + +* `Transforms3d `_ + includes most code of this module. +* `Blender.mathutils `_ +* `numpy-dtypes `_ + +References +---------- +(1) Matrices and transformations. Ronald Goldman. + In "Graphics Gems I", pp 472-475. Morgan Kaufmann, 1990. +(2) More matrices and transformations: shear and pseudo-perspective. + Ronald Goldman. In "Graphics Gems II", pp 320-323. Morgan Kaufmann, 1991. +(3) Decomposing a matrix into simple transformations. Spencer Thomas. + In "Graphics Gems II", pp 320-323. Morgan Kaufmann, 1991. +(4) Recovering the data from the transformation matrix. Ronald Goldman. + In "Graphics Gems II", pp 324-331. Morgan Kaufmann, 1991. +(5) Euler angle conversion. Ken Shoemake. + In "Graphics Gems IV", pp 222-229. Morgan Kaufmann, 1994. +(6) Arcball rotation control. Ken Shoemake. + In "Graphics Gems IV", pp 175-192. Morgan Kaufmann, 1994. +(7) Representing attitude: Euler angles, unit quaternions, and rotation + vectors. James Diebel. 2006. +(8) A discussion of the solution for the best rotation to relate two sets + of vectors. W Kabsch. Acta Cryst. 1978. A34, 827-828. +(9) Closed-form solution of absolute orientation using unit quaternions. + BKP Horn. J Opt Soc Am A. 1987. 4(4):629-642. +(10) Quaternions. Ken Shoemake. + http://www.sfu.ca/~jwa3/cmpt461/files/quatut.pdf +(11) From quaternion to matrix and back. JMP van Waveren. 2005. + http://www.intel.com/cd/ids/developer/asmo-na/eng/293748.htm +(12) Uniform random rotations. Ken Shoemake. + In "Graphics Gems III", pp 124-132. Morgan Kaufmann, 1992. +(13) Quaternion in molecular modeling. CFF Karney. + J Mol Graph Mod, 25(5):595-604 +(14) New method for extracting the quaternion from a rotation matrix. + Itzhack Y Bar-Itzhack, J Guid Contr Dynam. 2000. 23(6): 1085-1087. +(15) Multiple View Geometry in Computer Vision. Hartley and Zissermann. + Cambridge University Press; 2nd Ed. 2004. Chapter 4, Algorithm 4.7, p 130. +(16) Column Vectors vs. Row Vectors. + http://steve.hollasch.net/cgindex/math/matrix/column-vec.html + +Examples +-------- +>>> alpha, beta, gamma = 0.123, -1.234, 2.345 +>>> origin, xaxis, yaxis, zaxis = [0, 0, 0], [1, 0, 0], [0, 1, 0], [0, 0, 1] +>>> I = identity_matrix() +>>> Rx = rotation_matrix(alpha, xaxis) +>>> Ry = rotation_matrix(beta, yaxis) +>>> Rz = rotation_matrix(gamma, zaxis) +>>> R = concatenate_matrices(Rx, Ry, Rz) +>>> euler = euler_from_matrix(R, 'rxyz') +>>> numpy.allclose([alpha, beta, gamma], euler) +True +>>> Re = euler_matrix(alpha, beta, gamma, 'rxyz') +>>> is_same_transform(R, Re) +True +>>> al, be, ga = euler_from_matrix(Re, 'rxyz') +>>> is_same_transform(Re, euler_matrix(al, be, ga, 'rxyz')) +True +>>> qx = quaternion_about_axis(alpha, xaxis) +>>> qy = quaternion_about_axis(beta, yaxis) +>>> qz = quaternion_about_axis(gamma, zaxis) +>>> q = quaternion_multiply(qx, qy) +>>> q = quaternion_multiply(q, qz) +>>> Rq = quaternion_matrix(q) +>>> is_same_transform(R, Rq) +True +>>> S = scale_matrix(1.23, origin) +>>> T = translation_matrix([1, 2, 3]) +>>> Z = shear_matrix(beta, xaxis, origin, zaxis) +>>> R = random_rotation_matrix(numpy.random.rand(3)) +>>> M = concatenate_matrices(T, R, Z, S) +>>> scale, shear, angles, trans, persp = decompose_matrix(M) +>>> numpy.allclose(scale, 1.23) +True +>>> numpy.allclose(trans, [1, 2, 3]) +True +>>> numpy.allclose(shear, [0, math.tan(beta), 0]) +True +>>> is_same_transform(R, euler_matrix(axes='sxyz', *angles)) +True +>>> M1 = compose_matrix(scale, shear, angles, trans, persp) +>>> is_same_transform(M, M1) +True +>>> v0, v1 = random_vector(3), random_vector(3) +>>> M = rotation_matrix(angle_between_vectors(v0, v1), vector_product(v0, v1)) +>>> v2 = numpy.dot(v0, M[:3,:3].T) +>>> numpy.allclose(unit_vector(v1), unit_vector(v2)) +True + +""" + +from __future__ import division, print_function + +import math + +import numpy + +__version__ = '2017.02.17' +__docformat__ = 'restructuredtext en' +__all__ = () + + +def identity_matrix(): + """Return 4x4 identity/unit matrix. + + >>> I = identity_matrix() + >>> numpy.allclose(I, numpy.dot(I, I)) + True + >>> numpy.sum(I), numpy.trace(I) + (4.0, 4.0) + >>> numpy.allclose(I, numpy.identity(4)) + True + + """ + return numpy.identity(4) + + +def translation_matrix(direction): + """Return matrix to translate by direction vector. + + >>> v = numpy.random.random(3) - 0.5 + >>> numpy.allclose(v, translation_matrix(v)[:3, 3]) + True + + """ + M = numpy.identity(4) + M[:3, 3] = direction[:3] + return M + + +def translation_from_matrix(matrix): + """Return translation vector from translation matrix. + + >>> v0 = numpy.random.random(3) - 0.5 + >>> v1 = translation_from_matrix(translation_matrix(v0)) + >>> numpy.allclose(v0, v1) + True + + """ + return numpy.array(matrix, copy=False)[:3, 3].copy() + + +def reflection_matrix(point, normal): + """Return matrix to mirror at plane defined by point and normal vector. + + >>> v0 = numpy.random.random(4) - 0.5 + >>> v0[3] = 1. + >>> v1 = numpy.random.random(3) - 0.5 + >>> R = reflection_matrix(v0, v1) + >>> numpy.allclose(2, numpy.trace(R)) + True + >>> numpy.allclose(v0, numpy.dot(R, v0)) + True + >>> v2 = v0.copy() + >>> v2[:3] += v1 + >>> v3 = v0.copy() + >>> v2[:3] -= v1 + >>> numpy.allclose(v2, numpy.dot(R, v3)) + True + + """ + normal = unit_vector(normal[:3]) + M = numpy.identity(4) + M[:3, :3] -= 2.0 * numpy.outer(normal, normal) + M[:3, 3] = (2.0 * numpy.dot(point[:3], normal)) * normal + return M + + +def reflection_from_matrix(matrix): + """Return mirror plane point and normal vector from reflection matrix. + + >>> v0 = numpy.random.random(3) - 0.5 + >>> v1 = numpy.random.random(3) - 0.5 + >>> M0 = reflection_matrix(v0, v1) + >>> point, normal = reflection_from_matrix(M0) + >>> M1 = reflection_matrix(point, normal) + >>> is_same_transform(M0, M1) + True + + """ + M = numpy.array(matrix, dtype=numpy.float64, copy=False) + # normal: unit eigenvector corresponding to eigenvalue -1 + w, V = numpy.linalg.eig(M[:3, :3]) + i = numpy.where(abs(numpy.real(w) + 1.0) < 1e-8)[0] + if not len(i): + raise ValueError("no unit eigenvector corresponding to eigenvalue -1") + normal = numpy.real(V[:, i[0]]).squeeze() + # point: any unit eigenvector corresponding to eigenvalue 1 + w, V = numpy.linalg.eig(M) + i = numpy.where(abs(numpy.real(w) - 1.0) < 1e-8)[0] + if not len(i): + raise ValueError("no unit eigenvector corresponding to eigenvalue 1") + point = numpy.real(V[:, i[-1]]).squeeze() + point /= point[3] + return point, normal + + +def rotation_matrix(angle, direction, point=None): + """Return matrix to rotate about axis defined by point and direction. + + >>> R = rotation_matrix(math.pi/2, [0, 0, 1], [1, 0, 0]) + >>> numpy.allclose(numpy.dot(R, [0, 0, 0, 1]), [1, -1, 0, 1]) + True + >>> angle = (random.random() - 0.5) * (2*math.pi) + >>> direc = numpy.random.random(3) - 0.5 + >>> point = numpy.random.random(3) - 0.5 + >>> R0 = rotation_matrix(angle, direc, point) + >>> R1 = rotation_matrix(angle-2*math.pi, direc, point) + >>> is_same_transform(R0, R1) + True + >>> R0 = rotation_matrix(angle, direc, point) + >>> R1 = rotation_matrix(-angle, -direc, point) + >>> is_same_transform(R0, R1) + True + >>> I = numpy.identity(4, numpy.float64) + >>> numpy.allclose(I, rotation_matrix(math.pi*2, direc)) + True + >>> numpy.allclose(2, numpy.trace(rotation_matrix(math.pi/2, + ... direc, point))) + True + + """ + sina = math.sin(angle) + cosa = math.cos(angle) + direction = unit_vector(direction[:3]) + # rotation matrix around unit vector + R = numpy.diag([cosa, cosa, cosa]) + R += numpy.outer(direction, direction) * (1.0 - cosa) + direction *= sina + R += numpy.array([[ 0.0, -direction[2], direction[1]], + [ direction[2], 0.0, -direction[0]], + [-direction[1], direction[0], 0.0]]) + M = numpy.identity(4) + M[:3, :3] = R + if point is not None: + # rotation not around origin + point = numpy.array(point[:3], dtype=numpy.float64, copy=False) + M[:3, 3] = point - numpy.dot(R, point) + return M + + +def rotation_from_matrix(matrix): + """Return rotation angle and axis from rotation matrix. + + >>> angle = (random.random() - 0.5) * (2*math.pi) + >>> direc = numpy.random.random(3) - 0.5 + >>> point = numpy.random.random(3) - 0.5 + >>> R0 = rotation_matrix(angle, direc, point) + >>> angle, direc, point = rotation_from_matrix(R0) + >>> R1 = rotation_matrix(angle, direc, point) + >>> is_same_transform(R0, R1) + True + + """ + R = numpy.array(matrix, dtype=numpy.float64, copy=False) + R33 = R[:3, :3] + # direction: unit eigenvector of R33 corresponding to eigenvalue of 1 + w, W = numpy.linalg.eig(R33.T) + i = numpy.where(abs(numpy.real(w) - 1.0) < 1e-8)[0] + if not len(i): + raise ValueError("no unit eigenvector corresponding to eigenvalue 1") + direction = numpy.real(W[:, i[-1]]).squeeze() + # point: unit eigenvector of R33 corresponding to eigenvalue of 1 + w, Q = numpy.linalg.eig(R) + i = numpy.where(abs(numpy.real(w) - 1.0) < 1e-8)[0] + if not len(i): + raise ValueError("no unit eigenvector corresponding to eigenvalue 1") + point = numpy.real(Q[:, i[-1]]).squeeze() + point /= point[3] + # rotation angle depending on direction + cosa = (numpy.trace(R33) - 1.0) / 2.0 + if abs(direction[2]) > 1e-8: + sina = (R[1, 0] + (cosa-1.0)*direction[0]*direction[1]) / direction[2] + elif abs(direction[1]) > 1e-8: + sina = (R[0, 2] + (cosa-1.0)*direction[0]*direction[2]) / direction[1] + else: + sina = (R[2, 1] + (cosa-1.0)*direction[1]*direction[2]) / direction[0] + angle = math.atan2(sina, cosa) + return angle, direction, point + + +def scale_matrix(factor, origin=None, direction=None): + """Return matrix to scale by factor around origin in direction. + + Use factor -1 for point symmetry. + + >>> v = (numpy.random.rand(4, 5) - 0.5) * 20 + >>> v[3] = 1 + >>> S = scale_matrix(-1.234) + >>> numpy.allclose(numpy.dot(S, v)[:3], -1.234*v[:3]) + True + >>> factor = random.random() * 10 - 5 + >>> origin = numpy.random.random(3) - 0.5 + >>> direct = numpy.random.random(3) - 0.5 + >>> S = scale_matrix(factor, origin) + >>> S = scale_matrix(factor, origin, direct) + + """ + if direction is None: + # uniform scaling + M = numpy.diag([factor, factor, factor, 1.0]) + if origin is not None: + M[:3, 3] = origin[:3] + M[:3, 3] *= 1.0 - factor + else: + # nonuniform scaling + direction = unit_vector(direction[:3]) + factor = 1.0 - factor + M = numpy.identity(4) + M[:3, :3] -= factor * numpy.outer(direction, direction) + if origin is not None: + M[:3, 3] = (factor * numpy.dot(origin[:3], direction)) * direction + return M + + +def scale_from_matrix(matrix): + """Return scaling factor, origin and direction from scaling matrix. + + >>> factor = random.random() * 10 - 5 + >>> origin = numpy.random.random(3) - 0.5 + >>> direct = numpy.random.random(3) - 0.5 + >>> S0 = scale_matrix(factor, origin) + >>> factor, origin, direction = scale_from_matrix(S0) + >>> S1 = scale_matrix(factor, origin, direction) + >>> is_same_transform(S0, S1) + True + >>> S0 = scale_matrix(factor, origin, direct) + >>> factor, origin, direction = scale_from_matrix(S0) + >>> S1 = scale_matrix(factor, origin, direction) + >>> is_same_transform(S0, S1) + True + + """ + M = numpy.array(matrix, dtype=numpy.float64, copy=False) + M33 = M[:3, :3] + factor = numpy.trace(M33) - 2.0 + try: + # direction: unit eigenvector corresponding to eigenvalue factor + w, V = numpy.linalg.eig(M33) + i = numpy.where(abs(numpy.real(w) - factor) < 1e-8)[0][0] + direction = numpy.real(V[:, i]).squeeze() + direction /= vector_norm(direction) + except IndexError: + # uniform scaling + factor = (factor + 2.0) / 3.0 + direction = None + # origin: any eigenvector corresponding to eigenvalue 1 + w, V = numpy.linalg.eig(M) + i = numpy.where(abs(numpy.real(w) - 1.0) < 1e-8)[0] + if not len(i): + raise ValueError("no eigenvector corresponding to eigenvalue 1") + origin = numpy.real(V[:, i[-1]]).squeeze() + origin /= origin[3] + return factor, origin, direction + + +def projection_matrix(point, normal, direction=None, + perspective=None, pseudo=False): + """Return matrix to project onto plane defined by point and normal. + + Using either perspective point, projection direction, or none of both. + + If pseudo is True, perspective projections will preserve relative depth + such that Perspective = dot(Orthogonal, PseudoPerspective). + + >>> P = projection_matrix([0, 0, 0], [1, 0, 0]) + >>> numpy.allclose(P[1:, 1:], numpy.identity(4)[1:, 1:]) + True + >>> point = numpy.random.random(3) - 0.5 + >>> normal = numpy.random.random(3) - 0.5 + >>> direct = numpy.random.random(3) - 0.5 + >>> persp = numpy.random.random(3) - 0.5 + >>> P0 = projection_matrix(point, normal) + >>> P1 = projection_matrix(point, normal, direction=direct) + >>> P2 = projection_matrix(point, normal, perspective=persp) + >>> P3 = projection_matrix(point, normal, perspective=persp, pseudo=True) + >>> is_same_transform(P2, numpy.dot(P0, P3)) + True + >>> P = projection_matrix([3, 0, 0], [1, 1, 0], [1, 0, 0]) + >>> v0 = (numpy.random.rand(4, 5) - 0.5) * 20 + >>> v0[3] = 1 + >>> v1 = numpy.dot(P, v0) + >>> numpy.allclose(v1[1], v0[1]) + True + >>> numpy.allclose(v1[0], 3-v1[1]) + True + + """ + M = numpy.identity(4) + point = numpy.array(point[:3], dtype=numpy.float64, copy=False) + normal = unit_vector(normal[:3]) + if perspective is not None: + # perspective projection + perspective = numpy.array(perspective[:3], dtype=numpy.float64, + copy=False) + M[0, 0] = M[1, 1] = M[2, 2] = numpy.dot(perspective-point, normal) + M[:3, :3] -= numpy.outer(perspective, normal) + if pseudo: + # preserve relative depth + M[:3, :3] -= numpy.outer(normal, normal) + M[:3, 3] = numpy.dot(point, normal) * (perspective+normal) + else: + M[:3, 3] = numpy.dot(point, normal) * perspective + M[3, :3] = -normal + M[3, 3] = numpy.dot(perspective, normal) + elif direction is not None: + # parallel projection + direction = numpy.array(direction[:3], dtype=numpy.float64, copy=False) + scale = numpy.dot(direction, normal) + M[:3, :3] -= numpy.outer(direction, normal) / scale + M[:3, 3] = direction * (numpy.dot(point, normal) / scale) + else: + # orthogonal projection + M[:3, :3] -= numpy.outer(normal, normal) + M[:3, 3] = numpy.dot(point, normal) * normal + return M + + +def projection_from_matrix(matrix, pseudo=False): + """Return projection plane and perspective point from projection matrix. + + Return values are same as arguments for projection_matrix function: + point, normal, direction, perspective, and pseudo. + + >>> point = numpy.random.random(3) - 0.5 + >>> normal = numpy.random.random(3) - 0.5 + >>> direct = numpy.random.random(3) - 0.5 + >>> persp = numpy.random.random(3) - 0.5 + >>> P0 = projection_matrix(point, normal) + >>> result = projection_from_matrix(P0) + >>> P1 = projection_matrix(*result) + >>> is_same_transform(P0, P1) + True + >>> P0 = projection_matrix(point, normal, direct) + >>> result = projection_from_matrix(P0) + >>> P1 = projection_matrix(*result) + >>> is_same_transform(P0, P1) + True + >>> P0 = projection_matrix(point, normal, perspective=persp, pseudo=False) + >>> result = projection_from_matrix(P0, pseudo=False) + >>> P1 = projection_matrix(*result) + >>> is_same_transform(P0, P1) + True + >>> P0 = projection_matrix(point, normal, perspective=persp, pseudo=True) + >>> result = projection_from_matrix(P0, pseudo=True) + >>> P1 = projection_matrix(*result) + >>> is_same_transform(P0, P1) + True + + """ + M = numpy.array(matrix, dtype=numpy.float64, copy=False) + M33 = M[:3, :3] + w, V = numpy.linalg.eig(M) + i = numpy.where(abs(numpy.real(w) - 1.0) < 1e-8)[0] + if not pseudo and len(i): + # point: any eigenvector corresponding to eigenvalue 1 + point = numpy.real(V[:, i[-1]]).squeeze() + point /= point[3] + # direction: unit eigenvector corresponding to eigenvalue 0 + w, V = numpy.linalg.eig(M33) + i = numpy.where(abs(numpy.real(w)) < 1e-8)[0] + if not len(i): + raise ValueError("no eigenvector corresponding to eigenvalue 0") + direction = numpy.real(V[:, i[0]]).squeeze() + direction /= vector_norm(direction) + # normal: unit eigenvector of M33.T corresponding to eigenvalue 0 + w, V = numpy.linalg.eig(M33.T) + i = numpy.where(abs(numpy.real(w)) < 1e-8)[0] + if len(i): + # parallel projection + normal = numpy.real(V[:, i[0]]).squeeze() + normal /= vector_norm(normal) + return point, normal, direction, None, False + else: + # orthogonal projection, where normal equals direction vector + return point, direction, None, None, False + else: + # perspective projection + i = numpy.where(abs(numpy.real(w)) > 1e-8)[0] + if not len(i): + raise ValueError( + "no eigenvector not corresponding to eigenvalue 0") + point = numpy.real(V[:, i[-1]]).squeeze() + point /= point[3] + normal = - M[3, :3] + perspective = M[:3, 3] / numpy.dot(point[:3], normal) + if pseudo: + perspective -= normal + return point, normal, None, perspective, pseudo + + +def clip_matrix(left, right, bottom, top, near, far, perspective=False): + """Return matrix to obtain normalized device coordinates from frustum. + + The frustum bounds are axis-aligned along x (left, right), + y (bottom, top) and z (near, far). + + Normalized device coordinates are in range [-1, 1] if coordinates are + inside the frustum. + + If perspective is True the frustum is a truncated pyramid with the + perspective point at origin and direction along z axis, otherwise an + orthographic canonical view volume (a box). + + Homogeneous coordinates transformed by the perspective clip matrix + need to be dehomogenized (divided by w coordinate). + + >>> frustum = numpy.random.rand(6) + >>> frustum[1] += frustum[0] + >>> frustum[3] += frustum[2] + >>> frustum[5] += frustum[4] + >>> M = clip_matrix(perspective=False, *frustum) + >>> numpy.dot(M, [frustum[0], frustum[2], frustum[4], 1]) + array([-1., -1., -1., 1.]) + >>> numpy.dot(M, [frustum[1], frustum[3], frustum[5], 1]) + array([ 1., 1., 1., 1.]) + >>> M = clip_matrix(perspective=True, *frustum) + >>> v = numpy.dot(M, [frustum[0], frustum[2], frustum[4], 1]) + >>> v / v[3] + array([-1., -1., -1., 1.]) + >>> v = numpy.dot(M, [frustum[1], frustum[3], frustum[4], 1]) + >>> v / v[3] + array([ 1., 1., -1., 1.]) + + """ + if left >= right or bottom >= top or near >= far: + raise ValueError("invalid frustum") + if perspective: + if near <= _EPS: + raise ValueError("invalid frustum: near <= 0") + t = 2.0 * near + M = [[t/(left-right), 0.0, (right+left)/(right-left), 0.0], + [0.0, t/(bottom-top), (top+bottom)/(top-bottom), 0.0], + [0.0, 0.0, (far+near)/(near-far), t*far/(far-near)], + [0.0, 0.0, -1.0, 0.0]] + else: + M = [[2.0/(right-left), 0.0, 0.0, (right+left)/(left-right)], + [0.0, 2.0/(top-bottom), 0.0, (top+bottom)/(bottom-top)], + [0.0, 0.0, 2.0/(far-near), (far+near)/(near-far)], + [0.0, 0.0, 0.0, 1.0]] + return numpy.array(M) + + +def shear_matrix(angle, direction, point, normal): + """Return matrix to shear by angle along direction vector on shear plane. + + The shear plane is defined by a point and normal vector. The direction + vector must be orthogonal to the plane's normal vector. + + A point P is transformed by the shear matrix into P" such that + the vector P-P" is parallel to the direction vector and its extent is + given by the angle of P-P'-P", where P' is the orthogonal projection + of P onto the shear plane. + + >>> angle = (random.random() - 0.5) * 4*math.pi + >>> direct = numpy.random.random(3) - 0.5 + >>> point = numpy.random.random(3) - 0.5 + >>> normal = numpy.cross(direct, numpy.random.random(3)) + >>> S = shear_matrix(angle, direct, point, normal) + >>> numpy.allclose(1, numpy.linalg.det(S)) + True + + """ + normal = unit_vector(normal[:3]) + direction = unit_vector(direction[:3]) + if abs(numpy.dot(normal, direction)) > 1e-6: + raise ValueError("direction and normal vectors are not orthogonal") + angle = math.tan(angle) + M = numpy.identity(4) + M[:3, :3] += angle * numpy.outer(direction, normal) + M[:3, 3] = -angle * numpy.dot(point[:3], normal) * direction + return M + + +def shear_from_matrix(matrix): + """Return shear angle, direction and plane from shear matrix. + + >>> angle = (random.random() - 0.5) * 4*math.pi + >>> direct = numpy.random.random(3) - 0.5 + >>> point = numpy.random.random(3) - 0.5 + >>> normal = numpy.cross(direct, numpy.random.random(3)) + >>> S0 = shear_matrix(angle, direct, point, normal) + >>> angle, direct, point, normal = shear_from_matrix(S0) + >>> S1 = shear_matrix(angle, direct, point, normal) + >>> is_same_transform(S0, S1) + True + + """ + M = numpy.array(matrix, dtype=numpy.float64, copy=False) + M33 = M[:3, :3] + # normal: cross independent eigenvectors corresponding to the eigenvalue 1 + w, V = numpy.linalg.eig(M33) + i = numpy.where(abs(numpy.real(w) - 1.0) < 1e-4)[0] + if len(i) < 2: + raise ValueError("no two linear independent eigenvectors found %s" % w) + V = numpy.real(V[:, i]).squeeze().T + lenorm = -1.0 + for i0, i1 in ((0, 1), (0, 2), (1, 2)): + n = numpy.cross(V[i0], V[i1]) + w = vector_norm(n) + if w > lenorm: + lenorm = w + normal = n + normal /= lenorm + # direction and angle + direction = numpy.dot(M33 - numpy.identity(3), normal) + angle = vector_norm(direction) + direction /= angle + angle = math.atan(angle) + # point: eigenvector corresponding to eigenvalue 1 + w, V = numpy.linalg.eig(M) + i = numpy.where(abs(numpy.real(w) - 1.0) < 1e-8)[0] + if not len(i): + raise ValueError("no eigenvector corresponding to eigenvalue 1") + point = numpy.real(V[:, i[-1]]).squeeze() + point /= point[3] + return angle, direction, point, normal + + +def decompose_matrix(matrix): + """Return sequence of transformations from transformation matrix. + + matrix : array_like + Non-degenerative homogeneous transformation matrix + + Return tuple of: + scale : vector of 3 scaling factors + shear : list of shear factors for x-y, x-z, y-z axes + angles : list of Euler angles about static x, y, z axes + translate : translation vector along x, y, z axes + perspective : perspective partition of matrix + + Raise ValueError if matrix is of wrong type or degenerative. + + >>> T0 = translation_matrix([1, 2, 3]) + >>> scale, shear, angles, trans, persp = decompose_matrix(T0) + >>> T1 = translation_matrix(trans) + >>> numpy.allclose(T0, T1) + True + >>> S = scale_matrix(0.123) + >>> scale, shear, angles, trans, persp = decompose_matrix(S) + >>> scale[0] + 0.123 + >>> R0 = euler_matrix(1, 2, 3) + >>> scale, shear, angles, trans, persp = decompose_matrix(R0) + >>> R1 = euler_matrix(*angles) + >>> numpy.allclose(R0, R1) + True + + """ + M = numpy.array(matrix, dtype=numpy.float64, copy=True).T + if abs(M[3, 3]) < _EPS: + raise ValueError("M[3, 3] is zero") + M /= M[3, 3] + P = M.copy() + P[:, 3] = 0.0, 0.0, 0.0, 1.0 + if not numpy.linalg.det(P): + raise ValueError("matrix is singular") + + scale = numpy.zeros((3, )) + shear = [0.0, 0.0, 0.0] + angles = [0.0, 0.0, 0.0] + + if any(abs(M[:3, 3]) > _EPS): + perspective = numpy.dot(M[:, 3], numpy.linalg.inv(P.T)) + M[:, 3] = 0.0, 0.0, 0.0, 1.0 + else: + perspective = numpy.array([0.0, 0.0, 0.0, 1.0]) + + translate = M[3, :3].copy() + M[3, :3] = 0.0 + + row = M[:3, :3].copy() + scale[0] = vector_norm(row[0]) + row[0] /= scale[0] + shear[0] = numpy.dot(row[0], row[1]) + row[1] -= row[0] * shear[0] + scale[1] = vector_norm(row[1]) + row[1] /= scale[1] + shear[0] /= scale[1] + shear[1] = numpy.dot(row[0], row[2]) + row[2] -= row[0] * shear[1] + shear[2] = numpy.dot(row[1], row[2]) + row[2] -= row[1] * shear[2] + scale[2] = vector_norm(row[2]) + row[2] /= scale[2] + shear[1:] /= scale[2] + + if numpy.dot(row[0], numpy.cross(row[1], row[2])) < 0: + numpy.negative(scale, scale) + numpy.negative(row, row) + + angles[1] = math.asin(-row[0, 2]) + if math.cos(angles[1]): + angles[0] = math.atan2(row[1, 2], row[2, 2]) + angles[2] = math.atan2(row[0, 1], row[0, 0]) + else: + # angles[0] = math.atan2(row[1, 0], row[1, 1]) + angles[0] = math.atan2(-row[2, 1], row[1, 1]) + angles[2] = 0.0 + + return scale, shear, angles, translate, perspective + + +def compose_matrix(scale=None, shear=None, angles=None, translate=None, + perspective=None): + """Return transformation matrix from sequence of transformations. + + This is the inverse of the decompose_matrix function. + + Sequence of transformations: + scale : vector of 3 scaling factors + shear : list of shear factors for x-y, x-z, y-z axes + angles : list of Euler angles about static x, y, z axes + translate : translation vector along x, y, z axes + perspective : perspective partition of matrix + + >>> scale = numpy.random.random(3) - 0.5 + >>> shear = numpy.random.random(3) - 0.5 + >>> angles = (numpy.random.random(3) - 0.5) * (2*math.pi) + >>> trans = numpy.random.random(3) - 0.5 + >>> persp = numpy.random.random(4) - 0.5 + >>> M0 = compose_matrix(scale, shear, angles, trans, persp) + >>> result = decompose_matrix(M0) + >>> M1 = compose_matrix(*result) + >>> is_same_transform(M0, M1) + True + + """ + M = numpy.identity(4) + if perspective is not None: + P = numpy.identity(4) + P[3, :] = perspective[:4] + M = numpy.dot(M, P) + if translate is not None: + T = numpy.identity(4) + T[:3, 3] = translate[:3] + M = numpy.dot(M, T) + if angles is not None: + R = euler_matrix(angles[0], angles[1], angles[2], 'sxyz') + M = numpy.dot(M, R) + if shear is not None: + Z = numpy.identity(4) + Z[1, 2] = shear[2] + Z[0, 2] = shear[1] + Z[0, 1] = shear[0] + M = numpy.dot(M, Z) + if scale is not None: + S = numpy.identity(4) + S[0, 0] = scale[0] + S[1, 1] = scale[1] + S[2, 2] = scale[2] + M = numpy.dot(M, S) + M /= M[3, 3] + return M + + +def orthogonalization_matrix(lengths, angles): + """Return orthogonalization matrix for crystallographic cell coordinates. + + Angles are expected in degrees. + + The de-orthogonalization matrix is the inverse. + + >>> O = orthogonalization_matrix([10, 10, 10], [90, 90, 90]) + >>> numpy.allclose(O[:3, :3], numpy.identity(3, float) * 10) + True + >>> O = orthogonalization_matrix([9.8, 12.0, 15.5], [87.2, 80.7, 69.7]) + >>> numpy.allclose(numpy.sum(O), 43.063229) + True + + """ + a, b, c = lengths + angles = numpy.radians(angles) + sina, sinb, _ = numpy.sin(angles) + cosa, cosb, cosg = numpy.cos(angles) + co = (cosa * cosb - cosg) / (sina * sinb) + return numpy.array([ + [ a*sinb*math.sqrt(1.0-co*co), 0.0, 0.0, 0.0], + [-a*sinb*co, b*sina, 0.0, 0.0], + [ a*cosb, b*cosa, c, 0.0], + [ 0.0, 0.0, 0.0, 1.0]]) + + +def affine_matrix_from_points(v0, v1, shear=True, scale=True, usesvd=True): + """Return affine transform matrix to register two point sets. + + v0 and v1 are shape (ndims, \*) arrays of at least ndims non-homogeneous + coordinates, where ndims is the dimensionality of the coordinate space. + + If shear is False, a similarity transformation matrix is returned. + If also scale is False, a rigid/Euclidean transformation matrix + is returned. + + By default the algorithm by Hartley and Zissermann [15] is used. + If usesvd is True, similarity and Euclidean transformation matrices + are calculated by minimizing the weighted sum of squared deviations + (RMSD) according to the algorithm by Kabsch [8]. + Otherwise, and if ndims is 3, the quaternion based algorithm by Horn [9] + is used, which is slower when using this Python implementation. + + The returned matrix performs rotation, translation and uniform scaling + (if specified). + + >>> v0 = [[0, 1031, 1031, 0], [0, 0, 1600, 1600]] + >>> v1 = [[675, 826, 826, 677], [55, 52, 281, 277]] + >>> affine_matrix_from_points(v0, v1) + array([[ 0.14549, 0.00062, 675.50008], + [ 0.00048, 0.14094, 53.24971], + [ 0. , 0. , 1. ]]) + >>> T = translation_matrix(numpy.random.random(3)-0.5) + >>> R = random_rotation_matrix(numpy.random.random(3)) + >>> S = scale_matrix(random.random()) + >>> M = concatenate_matrices(T, R, S) + >>> v0 = (numpy.random.rand(4, 100) - 0.5) * 20 + >>> v0[3] = 1 + >>> v1 = numpy.dot(M, v0) + >>> v0[:3] += numpy.random.normal(0, 1e-8, 300).reshape(3, -1) + >>> M = affine_matrix_from_points(v0[:3], v1[:3]) + >>> numpy.allclose(v1, numpy.dot(M, v0)) + True + + More examples in superimposition_matrix() + + """ + v0 = numpy.array(v0, dtype=numpy.float64, copy=True) + v1 = numpy.array(v1, dtype=numpy.float64, copy=True) + + ndims = v0.shape[0] + if ndims < 2 or v0.shape[1] < ndims or v0.shape != v1.shape: + raise ValueError("input arrays are of wrong shape or type") + + # move centroids to origin + t0 = -numpy.mean(v0, axis=1) + M0 = numpy.identity(ndims+1) + M0[:ndims, ndims] = t0 + v0 += t0.reshape(ndims, 1) + t1 = -numpy.mean(v1, axis=1) + M1 = numpy.identity(ndims+1) + M1[:ndims, ndims] = t1 + v1 += t1.reshape(ndims, 1) + + if shear: + # Affine transformation + A = numpy.concatenate((v0, v1), axis=0) + u, s, vh = numpy.linalg.svd(A.T) + vh = vh[:ndims].T + B = vh[:ndims] + C = vh[ndims:2*ndims] + t = numpy.dot(C, numpy.linalg.pinv(B)) + t = numpy.concatenate((t, numpy.zeros((ndims, 1))), axis=1) + M = numpy.vstack((t, ((0.0,)*ndims) + (1.0,))) + elif usesvd or ndims != 3: + # Rigid transformation via SVD of covariance matrix + u, s, vh = numpy.linalg.svd(numpy.dot(v1, v0.T)) + # rotation matrix from SVD orthonormal bases + R = numpy.dot(u, vh) + if numpy.linalg.det(R) < 0.0: + # R does not constitute right handed system + R -= numpy.outer(u[:, ndims-1], vh[ndims-1, :]*2.0) + s[-1] *= -1.0 + # homogeneous transformation matrix + M = numpy.identity(ndims+1) + M[:ndims, :ndims] = R + else: + # Rigid transformation matrix via quaternion + # compute symmetric matrix N + xx, yy, zz = numpy.sum(v0 * v1, axis=1) + xy, yz, zx = numpy.sum(v0 * numpy.roll(v1, -1, axis=0), axis=1) + xz, yx, zy = numpy.sum(v0 * numpy.roll(v1, -2, axis=0), axis=1) + N = [[xx+yy+zz, 0.0, 0.0, 0.0], + [yz-zy, xx-yy-zz, 0.0, 0.0], + [zx-xz, xy+yx, yy-xx-zz, 0.0], + [xy-yx, zx+xz, yz+zy, zz-xx-yy]] + # quaternion: eigenvector corresponding to most positive eigenvalue + w, V = numpy.linalg.eigh(N) + q = V[:, numpy.argmax(w)] + q /= vector_norm(q) # unit quaternion + # homogeneous transformation matrix + M = quaternion_matrix(q) + + if scale and not shear: + # Affine transformation; scale is ratio of RMS deviations from centroid + v0 *= v0 + v1 *= v1 + M[:ndims, :ndims] *= math.sqrt(numpy.sum(v1) / numpy.sum(v0)) + + # move centroids back + M = numpy.dot(numpy.linalg.inv(M1), numpy.dot(M, M0)) + M /= M[ndims, ndims] + return M + + +def superimposition_matrix(v0, v1, scale=False, usesvd=True): + """Return matrix to transform given 3D point set into second point set. + + v0 and v1 are shape (3, \*) or (4, \*) arrays of at least 3 points. + + The parameters scale and usesvd are explained in the more general + affine_matrix_from_points function. + + The returned matrix is a similarity or Euclidean transformation matrix. + This function has a fast C implementation in transformations.c. + + >>> v0 = numpy.random.rand(3, 10) + >>> M = superimposition_matrix(v0, v0) + >>> numpy.allclose(M, numpy.identity(4)) + True + >>> R = random_rotation_matrix(numpy.random.random(3)) + >>> v0 = [[1,0,0], [0,1,0], [0,0,1], [1,1,1]] + >>> v1 = numpy.dot(R, v0) + >>> M = superimposition_matrix(v0, v1) + >>> numpy.allclose(v1, numpy.dot(M, v0)) + True + >>> v0 = (numpy.random.rand(4, 100) - 0.5) * 20 + >>> v0[3] = 1 + >>> v1 = numpy.dot(R, v0) + >>> M = superimposition_matrix(v0, v1) + >>> numpy.allclose(v1, numpy.dot(M, v0)) + True + >>> S = scale_matrix(random.random()) + >>> T = translation_matrix(numpy.random.random(3)-0.5) + >>> M = concatenate_matrices(T, R, S) + >>> v1 = numpy.dot(M, v0) + >>> v0[:3] += numpy.random.normal(0, 1e-9, 300).reshape(3, -1) + >>> M = superimposition_matrix(v0, v1, scale=True) + >>> numpy.allclose(v1, numpy.dot(M, v0)) + True + >>> M = superimposition_matrix(v0, v1, scale=True, usesvd=False) + >>> numpy.allclose(v1, numpy.dot(M, v0)) + True + >>> v = numpy.empty((4, 100, 3)) + >>> v[:, :, 0] = v0 + >>> M = superimposition_matrix(v0, v1, scale=True, usesvd=False) + >>> numpy.allclose(v1, numpy.dot(M, v[:, :, 0])) + True + + """ + v0 = numpy.array(v0, dtype=numpy.float64, copy=False)[:3] + v1 = numpy.array(v1, dtype=numpy.float64, copy=False)[:3] + return affine_matrix_from_points(v0, v1, shear=False, + scale=scale, usesvd=usesvd) + + +def euler_matrix(ai, aj, ak, axes='sxyz'): + """Return homogeneous rotation matrix from Euler angles and axis sequence. + + ai, aj, ak : Euler's roll, pitch and yaw angles + axes : One of 24 axis sequences as string or encoded tuple + + >>> R = euler_matrix(1, 2, 3, 'syxz') + >>> numpy.allclose(numpy.sum(R[0]), -1.34786452) + True + >>> R = euler_matrix(1, 2, 3, (0, 1, 0, 1)) + >>> numpy.allclose(numpy.sum(R[0]), -0.383436184) + True + >>> ai, aj, ak = (4*math.pi) * (numpy.random.random(3) - 0.5) + >>> for axes in _AXES2TUPLE.keys(): + ... R = euler_matrix(ai, aj, ak, axes) + >>> for axes in _TUPLE2AXES.keys(): + ... R = euler_matrix(ai, aj, ak, axes) + + """ + try: + firstaxis, parity, repetition, frame = _AXES2TUPLE[axes] + except (AttributeError, KeyError): + _TUPLE2AXES[axes] # validation + firstaxis, parity, repetition, frame = axes + + i = firstaxis + j = _NEXT_AXIS[i+parity] + k = _NEXT_AXIS[i-parity+1] + + if frame: + ai, ak = ak, ai + if parity: + ai, aj, ak = -ai, -aj, -ak + + si, sj, sk = math.sin(ai), math.sin(aj), math.sin(ak) + ci, cj, ck = math.cos(ai), math.cos(aj), math.cos(ak) + cc, cs = ci*ck, ci*sk + sc, ss = si*ck, si*sk + + M = numpy.identity(4) + if repetition: + M[i, i] = cj + M[i, j] = sj*si + M[i, k] = sj*ci + M[j, i] = sj*sk + M[j, j] = -cj*ss+cc + M[j, k] = -cj*cs-sc + M[k, i] = -sj*ck + M[k, j] = cj*sc+cs + M[k, k] = cj*cc-ss + else: + M[i, i] = cj*ck + M[i, j] = sj*sc-cs + M[i, k] = sj*cc+ss + M[j, i] = cj*sk + M[j, j] = sj*ss+cc + M[j, k] = sj*cs-sc + M[k, i] = -sj + M[k, j] = cj*si + M[k, k] = cj*ci + return M + + +def euler_from_matrix(matrix, axes='sxyz'): + """Return Euler angles from rotation matrix for specified axis sequence. + + axes : One of 24 axis sequences as string or encoded tuple + + Note that many Euler angle triplets can describe one matrix. + + >>> R0 = euler_matrix(1, 2, 3, 'syxz') + >>> al, be, ga = euler_from_matrix(R0, 'syxz') + >>> R1 = euler_matrix(al, be, ga, 'syxz') + >>> numpy.allclose(R0, R1) + True + >>> angles = (4*math.pi) * (numpy.random.random(3) - 0.5) + >>> for axes in _AXES2TUPLE.keys(): + ... R0 = euler_matrix(axes=axes, *angles) + ... R1 = euler_matrix(axes=axes, *euler_from_matrix(R0, axes)) + ... if not numpy.allclose(R0, R1): print(axes, "failed") + + """ + try: + firstaxis, parity, repetition, frame = _AXES2TUPLE[axes.lower()] + except (AttributeError, KeyError): + _TUPLE2AXES[axes] # validation + firstaxis, parity, repetition, frame = axes + + i = firstaxis + j = _NEXT_AXIS[i+parity] + k = _NEXT_AXIS[i-parity+1] + + M = numpy.array(matrix, dtype=numpy.float64, copy=False)[:3, :3] + if repetition: + sy = math.sqrt(M[i, j]*M[i, j] + M[i, k]*M[i, k]) + if sy > _EPS: + ax = math.atan2( M[i, j], M[i, k]) + ay = math.atan2( sy, M[i, i]) + az = math.atan2( M[j, i], -M[k, i]) + else: + ax = math.atan2(-M[j, k], M[j, j]) + ay = math.atan2( sy, M[i, i]) + az = 0.0 + else: + cy = math.sqrt(M[i, i]*M[i, i] + M[j, i]*M[j, i]) + if cy > _EPS: + ax = math.atan2( M[k, j], M[k, k]) + ay = math.atan2(-M[k, i], cy) + az = math.atan2( M[j, i], M[i, i]) + else: + ax = math.atan2(-M[j, k], M[j, j]) + ay = math.atan2(-M[k, i], cy) + az = 0.0 + + if parity: + ax, ay, az = -ax, -ay, -az + if frame: + ax, az = az, ax + return ax, ay, az + + +def euler_from_quaternion(quaternion, axes='sxyz'): + """Return Euler angles from quaternion for specified axis sequence. + + >>> angles = euler_from_quaternion([0.99810947, 0.06146124, 0, 0]) + >>> numpy.allclose(angles, [0.123, 0, 0]) + True + + """ + return euler_from_matrix(quaternion_matrix(quaternion), axes) + + +def quaternion_from_euler(ai, aj, ak, axes='sxyz'): + """Return quaternion from Euler angles and axis sequence. + + ai, aj, ak : Euler's roll, pitch and yaw angles + axes : One of 24 axis sequences as string or encoded tuple + + >>> q = quaternion_from_euler(1, 2, 3, 'ryxz') + >>> numpy.allclose(q, [0.435953, 0.310622, -0.718287, 0.444435]) + True + + """ + try: + firstaxis, parity, repetition, frame = _AXES2TUPLE[axes.lower()] + except (AttributeError, KeyError): + _TUPLE2AXES[axes] # validation + firstaxis, parity, repetition, frame = axes + + i = firstaxis + 1 + j = _NEXT_AXIS[i+parity-1] + 1 + k = _NEXT_AXIS[i-parity] + 1 + + if frame: + ai, ak = ak, ai + if parity: + aj = -aj + + ai /= 2.0 + aj /= 2.0 + ak /= 2.0 + ci = math.cos(ai) + si = math.sin(ai) + cj = math.cos(aj) + sj = math.sin(aj) + ck = math.cos(ak) + sk = math.sin(ak) + cc = ci*ck + cs = ci*sk + sc = si*ck + ss = si*sk + + q = numpy.empty((4, )) + if repetition: + q[0] = cj*(cc - ss) + q[i] = cj*(cs + sc) + q[j] = sj*(cc + ss) + q[k] = sj*(cs - sc) + else: + q[0] = cj*cc + sj*ss + q[i] = cj*sc - sj*cs + q[j] = cj*ss + sj*cc + q[k] = cj*cs - sj*sc + if parity: + q[j] *= -1.0 + + return q + + +def quaternion_about_axis(angle, axis): + """Return quaternion for rotation about axis. + + >>> q = quaternion_about_axis(0.123, [1, 0, 0]) + >>> numpy.allclose(q, [0.99810947, 0.06146124, 0, 0]) + True + + """ + q = numpy.array([0.0, axis[0], axis[1], axis[2]]) + qlen = vector_norm(q) + if qlen > _EPS: + q *= math.sin(angle/2.0) / qlen + q[0] = math.cos(angle/2.0) + return q + + +def quaternion_matrix(quaternion): + """Return homogeneous rotation matrix from quaternion. + + >>> M = quaternion_matrix([0.99810947, 0.06146124, 0, 0]) + >>> numpy.allclose(M, rotation_matrix(0.123, [1, 0, 0])) + True + >>> M = quaternion_matrix([1, 0, 0, 0]) + >>> numpy.allclose(M, numpy.identity(4)) + True + >>> M = quaternion_matrix([0, 1, 0, 0]) + >>> numpy.allclose(M, numpy.diag([1, -1, -1, 1])) + True + + """ + q = numpy.array(quaternion, dtype=numpy.float64, copy=True) + n = numpy.dot(q, q) + if n < _EPS: + return numpy.identity(4) + q *= math.sqrt(2.0 / n) + q = numpy.outer(q, q) + return numpy.array([ + [1.0-q[2, 2]-q[3, 3], q[1, 2]-q[3, 0], q[1, 3]+q[2, 0], 0.0], + [ q[1, 2]+q[3, 0], 1.0-q[1, 1]-q[3, 3], q[2, 3]-q[1, 0], 0.0], + [ q[1, 3]-q[2, 0], q[2, 3]+q[1, 0], 1.0-q[1, 1]-q[2, 2], 0.0], + [ 0.0, 0.0, 0.0, 1.0]]) + + +def quaternion_from_matrix(matrix, isprecise=False): + """Return quaternion from rotation matrix. + + If isprecise is True, the input matrix is assumed to be a precise rotation + matrix and a faster algorithm is used. + + >>> q = quaternion_from_matrix(numpy.identity(4), True) + >>> numpy.allclose(q, [1, 0, 0, 0]) + True + >>> q = quaternion_from_matrix(numpy.diag([1, -1, -1, 1])) + >>> numpy.allclose(q, [0, 1, 0, 0]) or numpy.allclose(q, [0, -1, 0, 0]) + True + >>> R = rotation_matrix(0.123, (1, 2, 3)) + >>> q = quaternion_from_matrix(R, True) + >>> numpy.allclose(q, [0.9981095, 0.0164262, 0.0328524, 0.0492786]) + True + >>> R = [[-0.545, 0.797, 0.260, 0], [0.733, 0.603, -0.313, 0], + ... [-0.407, 0.021, -0.913, 0], [0, 0, 0, 1]] + >>> q = quaternion_from_matrix(R) + >>> numpy.allclose(q, [0.19069, 0.43736, 0.87485, -0.083611]) + True + >>> R = [[0.395, 0.362, 0.843, 0], [-0.626, 0.796, -0.056, 0], + ... [-0.677, -0.498, 0.529, 0], [0, 0, 0, 1]] + >>> q = quaternion_from_matrix(R) + >>> numpy.allclose(q, [0.82336615, -0.13610694, 0.46344705, -0.29792603]) + True + >>> R = random_rotation_matrix() + >>> q = quaternion_from_matrix(R) + >>> is_same_transform(R, quaternion_matrix(q)) + True + >>> is_same_quaternion(quaternion_from_matrix(R, isprecise=False), + ... quaternion_from_matrix(R, isprecise=True)) + True + >>> R = euler_matrix(0.0, 0.0, numpy.pi/2.0) + >>> is_same_quaternion(quaternion_from_matrix(R, isprecise=False), + ... quaternion_from_matrix(R, isprecise=True)) + True + + """ + M = numpy.array(matrix, dtype=numpy.float64, copy=False)[:4, :4] + if isprecise: + q = numpy.empty((4, )) + t = numpy.trace(M) + if t > M[3, 3]: + q[0] = t + q[3] = M[1, 0] - M[0, 1] + q[2] = M[0, 2] - M[2, 0] + q[1] = M[2, 1] - M[1, 2] + else: + i, j, k = 0, 1, 2 + if M[1, 1] > M[0, 0]: + i, j, k = 1, 2, 0 + if M[2, 2] > M[i, i]: + i, j, k = 2, 0, 1 + t = M[i, i] - (M[j, j] + M[k, k]) + M[3, 3] + q[i] = t + q[j] = M[i, j] + M[j, i] + q[k] = M[k, i] + M[i, k] + q[3] = M[k, j] - M[j, k] + q = q[[3, 0, 1, 2]] + q *= 0.5 / math.sqrt(t * M[3, 3]) + else: + m00 = M[0, 0] + m01 = M[0, 1] + m02 = M[0, 2] + m10 = M[1, 0] + m11 = M[1, 1] + m12 = M[1, 2] + m20 = M[2, 0] + m21 = M[2, 1] + m22 = M[2, 2] + # symmetric matrix K + K = numpy.array([[m00-m11-m22, 0.0, 0.0, 0.0], + [m01+m10, m11-m00-m22, 0.0, 0.0], + [m02+m20, m12+m21, m22-m00-m11, 0.0], + [m21-m12, m02-m20, m10-m01, m00+m11+m22]]) + K /= 3.0 + # quaternion is eigenvector of K that corresponds to largest eigenvalue + w, V = numpy.linalg.eigh(K) + q = V[[3, 0, 1, 2], numpy.argmax(w)] + if q[0] < 0.0: + numpy.negative(q, q) + return q + + +def quaternion_multiply(quaternion1, quaternion0): + """Return multiplication of two quaternions. + + >>> q = quaternion_multiply([4, 1, -2, 3], [8, -5, 6, 7]) + >>> numpy.allclose(q, [28, -44, -14, 48]) + True + + """ + w0, x0, y0, z0 = quaternion0 + w1, x1, y1, z1 = quaternion1 + return numpy.array([ + -x1*x0 - y1*y0 - z1*z0 + w1*w0, + x1*w0 + y1*z0 - z1*y0 + w1*x0, + -x1*z0 + y1*w0 + z1*x0 + w1*y0, + x1*y0 - y1*x0 + z1*w0 + w1*z0], dtype=numpy.float64) + + +def quaternion_conjugate(quaternion): + """Return conjugate of quaternion. + + >>> q0 = random_quaternion() + >>> q1 = quaternion_conjugate(q0) + >>> q1[0] == q0[0] and all(q1[1:] == -q0[1:]) + True + + """ + q = numpy.array(quaternion, dtype=numpy.float64, copy=True) + numpy.negative(q[1:], q[1:]) + return q + + +def quaternion_inverse(quaternion): + """Return inverse of quaternion. + + >>> q0 = random_quaternion() + >>> q1 = quaternion_inverse(q0) + >>> numpy.allclose(quaternion_multiply(q0, q1), [1, 0, 0, 0]) + True + + """ + q = numpy.array(quaternion, dtype=numpy.float64, copy=True) + numpy.negative(q[1:], q[1:]) + return q / numpy.dot(q, q) + + +def quaternion_real(quaternion): + """Return real part of quaternion. + + >>> quaternion_real([3, 0, 1, 2]) + 3.0 + + """ + return float(quaternion[0]) + + +def quaternion_imag(quaternion): + """Return imaginary part of quaternion. + + >>> quaternion_imag([3, 0, 1, 2]) + array([ 0., 1., 2.]) + + """ + return numpy.array(quaternion[1:4], dtype=numpy.float64, copy=True) + + +def quaternion_slerp(quat0, quat1, fraction, spin=0, shortestpath=True): + """Return spherical linear interpolation between two quaternions. + + >>> q0 = random_quaternion() + >>> q1 = random_quaternion() + >>> q = quaternion_slerp(q0, q1, 0) + >>> numpy.allclose(q, q0) + True + >>> q = quaternion_slerp(q0, q1, 1, 1) + >>> numpy.allclose(q, q1) + True + >>> q = quaternion_slerp(q0, q1, 0.5) + >>> angle = math.acos(numpy.dot(q0, q)) + >>> numpy.allclose(2, math.acos(numpy.dot(q0, q1)) / angle) or \ + numpy.allclose(2, math.acos(-numpy.dot(q0, q1)) / angle) + True + + """ + q0 = unit_vector(quat0[:4]) + q1 = unit_vector(quat1[:4]) + if fraction == 0.0: + return q0 + elif fraction == 1.0: + return q1 + d = numpy.dot(q0, q1) + if abs(abs(d) - 1.0) < _EPS: + return q0 + if shortestpath and d < 0.0: + # invert rotation + d = -d + numpy.negative(q1, q1) + angle = math.acos(d) + spin * math.pi + if abs(angle) < _EPS: + return q0 + isin = 1.0 / math.sin(angle) + q0 *= math.sin((1.0 - fraction) * angle) * isin + q1 *= math.sin(fraction * angle) * isin + q0 += q1 + return q0 + + +def random_quaternion(rand=None): + """Return uniform random unit quaternion. + + rand: array like or None + Three independent random variables that are uniformly distributed + between 0 and 1. + + >>> q = random_quaternion() + >>> numpy.allclose(1, vector_norm(q)) + True + >>> q = random_quaternion(numpy.random.random(3)) + >>> len(q.shape), q.shape[0]==4 + (1, True) + + """ + if rand is None: + rand = numpy.random.rand(3) + else: + assert len(rand) == 3 + r1 = numpy.sqrt(1.0 - rand[0]) + r2 = numpy.sqrt(rand[0]) + pi2 = math.pi * 2.0 + t1 = pi2 * rand[1] + t2 = pi2 * rand[2] + return numpy.array([numpy.cos(t2)*r2, numpy.sin(t1)*r1, + numpy.cos(t1)*r1, numpy.sin(t2)*r2]) + + +def random_rotation_matrix(rand=None): + """Return uniform random rotation matrix. + + rand: array like + Three independent random variables that are uniformly distributed + between 0 and 1 for each returned quaternion. + + >>> R = random_rotation_matrix() + >>> numpy.allclose(numpy.dot(R.T, R), numpy.identity(4)) + True + + """ + return quaternion_matrix(random_quaternion(rand)) + + +class Arcball(object): + """Virtual Trackball Control. + + >>> ball = Arcball() + >>> ball = Arcball(initial=numpy.identity(4)) + >>> ball.place([320, 320], 320) + >>> ball.down([500, 250]) + >>> ball.drag([475, 275]) + >>> R = ball.matrix() + >>> numpy.allclose(numpy.sum(R), 3.90583455) + True + >>> ball = Arcball(initial=[1, 0, 0, 0]) + >>> ball.place([320, 320], 320) + >>> ball.setaxes([1, 1, 0], [-1, 1, 0]) + >>> ball.constrain = True + >>> ball.down([400, 200]) + >>> ball.drag([200, 400]) + >>> R = ball.matrix() + >>> numpy.allclose(numpy.sum(R), 0.2055924) + True + >>> ball.next() + + """ + def __init__(self, initial=None): + """Initialize virtual trackball control. + + initial : quaternion or rotation matrix + + """ + self._axis = None + self._axes = None + self._radius = 1.0 + self._center = [0.0, 0.0] + self._vdown = numpy.array([0.0, 0.0, 1.0]) + self._constrain = False + if initial is None: + self._qdown = numpy.array([1.0, 0.0, 0.0, 0.0]) + else: + initial = numpy.array(initial, dtype=numpy.float64) + if initial.shape == (4, 4): + self._qdown = quaternion_from_matrix(initial) + elif initial.shape == (4, ): + initial /= vector_norm(initial) + self._qdown = initial + else: + raise ValueError("initial not a quaternion or matrix") + self._qnow = self._qpre = self._qdown + + def place(self, center, radius): + """Place Arcball, e.g. when window size changes. + + center : sequence[2] + Window coordinates of trackball center. + radius : float + Radius of trackball in window coordinates. + + """ + self._radius = float(radius) + self._center[0] = center[0] + self._center[1] = center[1] + + def setaxes(self, *axes): + """Set axes to constrain rotations.""" + if axes is None: + self._axes = None + else: + self._axes = [unit_vector(axis) for axis in axes] + + @property + def constrain(self): + """Return state of constrain to axis mode.""" + return self._constrain + + @constrain.setter + def constrain(self, value): + """Set state of constrain to axis mode.""" + self._constrain = bool(value) + + def down(self, point): + """Set initial cursor window coordinates and pick constrain-axis.""" + self._vdown = arcball_map_to_sphere(point, self._center, self._radius) + self._qdown = self._qpre = self._qnow + if self._constrain and self._axes is not None: + self._axis = arcball_nearest_axis(self._vdown, self._axes) + self._vdown = arcball_constrain_to_axis(self._vdown, self._axis) + else: + self._axis = None + + def drag(self, point): + """Update current cursor window coordinates.""" + vnow = arcball_map_to_sphere(point, self._center, self._radius) + if self._axis is not None: + vnow = arcball_constrain_to_axis(vnow, self._axis) + self._qpre = self._qnow + t = numpy.cross(self._vdown, vnow) + if numpy.dot(t, t) < _EPS: + self._qnow = self._qdown + else: + q = [numpy.dot(self._vdown, vnow), t[0], t[1], t[2]] + self._qnow = quaternion_multiply(q, self._qdown) + + def next(self, acceleration=0.0): + """Continue rotation in direction of last drag.""" + q = quaternion_slerp(self._qpre, self._qnow, 2.0+acceleration, False) + self._qpre, self._qnow = self._qnow, q + + def matrix(self): + """Return homogeneous rotation matrix.""" + return quaternion_matrix(self._qnow) + + +def arcball_map_to_sphere(point, center, radius): + """Return unit sphere coordinates from window coordinates.""" + v0 = (point[0] - center[0]) / radius + v1 = (center[1] - point[1]) / radius + n = v0*v0 + v1*v1 + if n > 1.0: + # position outside of sphere + n = math.sqrt(n) + return numpy.array([v0/n, v1/n, 0.0]) + else: + return numpy.array([v0, v1, math.sqrt(1.0 - n)]) + + +def arcball_constrain_to_axis(point, axis): + """Return sphere point perpendicular to axis.""" + v = numpy.array(point, dtype=numpy.float64, copy=True) + a = numpy.array(axis, dtype=numpy.float64, copy=True) + v -= a * numpy.dot(a, v) # on plane + n = vector_norm(v) + if n > _EPS: + if v[2] < 0.0: + numpy.negative(v, v) + v /= n + return v + if a[2] == 1.0: + return numpy.array([1.0, 0.0, 0.0]) + return unit_vector([-a[1], a[0], 0.0]) + + +def arcball_nearest_axis(point, axes): + """Return axis, which arc is nearest to point.""" + point = numpy.array(point, dtype=numpy.float64, copy=False) + nearest = None + mx = -1.0 + for axis in axes: + t = numpy.dot(arcball_constrain_to_axis(point, axis), point) + if t > mx: + nearest = axis + mx = t + return nearest + + +# epsilon for testing whether a number is close to zero +_EPS = numpy.finfo(float).eps * 4.0 + +# axis sequences for Euler angles +_NEXT_AXIS = [1, 2, 0, 1] + +# map axes strings to/from tuples of inner axis, parity, repetition, frame +_AXES2TUPLE = { + 'sxyz': (0, 0, 0, 0), 'sxyx': (0, 0, 1, 0), 'sxzy': (0, 1, 0, 0), + 'sxzx': (0, 1, 1, 0), 'syzx': (1, 0, 0, 0), 'syzy': (1, 0, 1, 0), + 'syxz': (1, 1, 0, 0), 'syxy': (1, 1, 1, 0), 'szxy': (2, 0, 0, 0), + 'szxz': (2, 0, 1, 0), 'szyx': (2, 1, 0, 0), 'szyz': (2, 1, 1, 0), + 'rzyx': (0, 0, 0, 1), 'rxyx': (0, 0, 1, 1), 'ryzx': (0, 1, 0, 1), + 'rxzx': (0, 1, 1, 1), 'rxzy': (1, 0, 0, 1), 'ryzy': (1, 0, 1, 1), + 'rzxy': (1, 1, 0, 1), 'ryxy': (1, 1, 1, 1), 'ryxz': (2, 0, 0, 1), + 'rzxz': (2, 0, 1, 1), 'rxyz': (2, 1, 0, 1), 'rzyz': (2, 1, 1, 1)} + +_TUPLE2AXES = dict((v, k) for k, v in _AXES2TUPLE.items()) + + +def vector_norm(data, axis=None, out=None): + """Return length, i.e. Euclidean norm, of ndarray along axis. + + >>> v = numpy.random.random(3) + >>> n = vector_norm(v) + >>> numpy.allclose(n, numpy.linalg.norm(v)) + True + >>> v = numpy.random.rand(6, 5, 3) + >>> n = vector_norm(v, axis=-1) + >>> numpy.allclose(n, numpy.sqrt(numpy.sum(v*v, axis=2))) + True + >>> n = vector_norm(v, axis=1) + >>> numpy.allclose(n, numpy.sqrt(numpy.sum(v*v, axis=1))) + True + >>> v = numpy.random.rand(5, 4, 3) + >>> n = numpy.empty((5, 3)) + >>> vector_norm(v, axis=1, out=n) + >>> numpy.allclose(n, numpy.sqrt(numpy.sum(v*v, axis=1))) + True + >>> vector_norm([]) + 0.0 + >>> vector_norm([1]) + 1.0 + + """ + data = numpy.array(data, dtype=numpy.float64, copy=True) + if out is None: + if data.ndim == 1: + return math.sqrt(numpy.dot(data, data)) + data *= data + out = numpy.atleast_1d(numpy.sum(data, axis=axis)) + numpy.sqrt(out, out) + return out + else: + data *= data + numpy.sum(data, axis=axis, out=out) + numpy.sqrt(out, out) + + +def unit_vector(data, axis=None, out=None): + """Return ndarray normalized by length, i.e. Euclidean norm, along axis. + + >>> v0 = numpy.random.random(3) + >>> v1 = unit_vector(v0) + >>> numpy.allclose(v1, v0 / numpy.linalg.norm(v0)) + True + >>> v0 = numpy.random.rand(5, 4, 3) + >>> v1 = unit_vector(v0, axis=-1) + >>> v2 = v0 / numpy.expand_dims(numpy.sqrt(numpy.sum(v0*v0, axis=2)), 2) + >>> numpy.allclose(v1, v2) + True + >>> v1 = unit_vector(v0, axis=1) + >>> v2 = v0 / numpy.expand_dims(numpy.sqrt(numpy.sum(v0*v0, axis=1)), 1) + >>> numpy.allclose(v1, v2) + True + >>> v1 = numpy.empty((5, 4, 3)) + >>> unit_vector(v0, axis=1, out=v1) + >>> numpy.allclose(v1, v2) + True + >>> list(unit_vector([])) + [] + >>> list(unit_vector([1])) + [1.0] + + """ + if out is None: + data = numpy.array(data, dtype=numpy.float64, copy=True) + if data.ndim == 1: + data /= math.sqrt(numpy.dot(data, data)) + return data + else: + if out is not data: + out[:] = numpy.array(data, copy=False) + data = out + length = numpy.atleast_1d(numpy.sum(data*data, axis)) + numpy.sqrt(length, length) + if axis is not None: + length = numpy.expand_dims(length, axis) + data /= length + if out is None: + return data + + +def random_vector(size): + """Return array of random doubles in the half-open interval [0.0, 1.0). + + >>> v = random_vector(10000) + >>> numpy.all(v >= 0) and numpy.all(v < 1) + True + >>> v0 = random_vector(10) + >>> v1 = random_vector(10) + >>> numpy.any(v0 == v1) + False + + """ + return numpy.random.random(size) + + +def vector_product(v0, v1, axis=0): + """Return vector perpendicular to vectors. + + >>> v = vector_product([2, 0, 0], [0, 3, 0]) + >>> numpy.allclose(v, [0, 0, 6]) + True + >>> v0 = [[2, 0, 0, 2], [0, 2, 0, 2], [0, 0, 2, 2]] + >>> v1 = [[3], [0], [0]] + >>> v = vector_product(v0, v1) + >>> numpy.allclose(v, [[0, 0, 0, 0], [0, 0, 6, 6], [0, -6, 0, -6]]) + True + >>> v0 = [[2, 0, 0], [2, 0, 0], [0, 2, 0], [2, 0, 0]] + >>> v1 = [[0, 3, 0], [0, 0, 3], [0, 0, 3], [3, 3, 3]] + >>> v = vector_product(v0, v1, axis=1) + >>> numpy.allclose(v, [[0, 0, 6], [0, -6, 0], [6, 0, 0], [0, -6, 6]]) + True + + """ + return numpy.cross(v0, v1, axis=axis) + + +def angle_between_vectors(v0, v1, directed=True, axis=0): + """Return angle between vectors. + + If directed is False, the input vectors are interpreted as undirected axes, + i.e. the maximum angle is pi/2. + + >>> a = angle_between_vectors([1, -2, 3], [-1, 2, -3]) + >>> numpy.allclose(a, math.pi) + True + >>> a = angle_between_vectors([1, -2, 3], [-1, 2, -3], directed=False) + >>> numpy.allclose(a, 0) + True + >>> v0 = [[2, 0, 0, 2], [0, 2, 0, 2], [0, 0, 2, 2]] + >>> v1 = [[3], [0], [0]] + >>> a = angle_between_vectors(v0, v1) + >>> numpy.allclose(a, [0, 1.5708, 1.5708, 0.95532]) + True + >>> v0 = [[2, 0, 0], [2, 0, 0], [0, 2, 0], [2, 0, 0]] + >>> v1 = [[0, 3, 0], [0, 0, 3], [0, 0, 3], [3, 3, 3]] + >>> a = angle_between_vectors(v0, v1, axis=1) + >>> numpy.allclose(a, [1.5708, 1.5708, 1.5708, 0.95532]) + True + + """ + v0 = numpy.array(v0, dtype=numpy.float64, copy=False) + v1 = numpy.array(v1, dtype=numpy.float64, copy=False) + dot = numpy.sum(v0 * v1, axis=axis) + dot /= vector_norm(v0, axis=axis) * vector_norm(v1, axis=axis) + return numpy.arccos(dot if directed else numpy.fabs(dot)) + + +def inverse_matrix(matrix): + """Return inverse of square transformation matrix. + + >>> M0 = random_rotation_matrix() + >>> M1 = inverse_matrix(M0.T) + >>> numpy.allclose(M1, numpy.linalg.inv(M0.T)) + True + >>> for size in range(1, 7): + ... M0 = numpy.random.rand(size, size) + ... M1 = inverse_matrix(M0) + ... if not numpy.allclose(M1, numpy.linalg.inv(M0)): print(size) + + """ + return numpy.linalg.inv(matrix) + + +def concatenate_matrices(*matrices): + """Return concatenation of series of transformation matrices. + + >>> M = numpy.random.rand(16).reshape((4, 4)) - 0.5 + >>> numpy.allclose(M, concatenate_matrices(M)) + True + >>> numpy.allclose(numpy.dot(M, M.T), concatenate_matrices(M, M.T)) + True + + """ + M = numpy.identity(4) + for i in matrices: + M = numpy.dot(M, i) + return M + + +def is_same_transform(matrix0, matrix1): + """Return True if two matrices perform same transformation. + + >>> is_same_transform(numpy.identity(4), numpy.identity(4)) + True + >>> is_same_transform(numpy.identity(4), random_rotation_matrix()) + False + + """ + matrix0 = numpy.array(matrix0, dtype=numpy.float64, copy=True) + matrix0 /= matrix0[3, 3] + matrix1 = numpy.array(matrix1, dtype=numpy.float64, copy=True) + matrix1 /= matrix1[3, 3] + return numpy.allclose(matrix0, matrix1) + + +def is_same_quaternion(q0, q1): + """Return True if two quaternions are equal.""" + q0 = numpy.array(q0) + q1 = numpy.array(q1) + return numpy.allclose(q0, q1) or numpy.allclose(q0, -q1) + + +def _import_module(name, package=None, warn=True, prefix='_py_', ignore='_'): + """Try import all public attributes from module into global namespace. + + Existing attributes with name clashes are renamed with prefix. + Attributes starting with underscore are ignored by default. + + Return True on successful import. + + """ + import warnings + from importlib import import_module + try: + if not package: + module = import_module(name) + else: + module = import_module('.' + name, package=package) + except ImportError: + if warn: + warnings.warn("failed to import module %s" % name) + else: + for attr in dir(module): + if ignore and attr.startswith(ignore): + continue + if prefix: + if attr in globals(): + globals()[prefix + attr] = globals()[attr] + elif warn: + warnings.warn("no Python implementation of " + attr) + globals()[attr] = getattr(module, attr) + return True + + +_import_module('_transformations') + +if __name__ == "__main__": + import doctest + import random # noqa: used in doctests + numpy.set_printoptions(suppress=True, precision=5) + doctest.testmod() + + diff --git a/code/utils/visualization.py b/code/utils/visualization.py new file mode 100644 index 0000000000..34d32df5c9 --- /dev/null +++ b/code/utils/visualization.py @@ -0,0 +1,12 @@ +from scipy import misc +import numpy as np + +def overlay_predictions(image, im_softmax,image_shape, threshold, channel, seg_color=(0,255,0,172)): + """creates a overlay using pixels with p(class) > threshold""" + + segmentation = np.expand_dims(im_softmax[:,:,channel] > threshold, 2) + mask = segmentation * np.reshape(np.array(seg_color), (1,1,-1)) + mask = misc.toimage(mask, mode="RGBA") + street_im = misc.toimage(image) + street_im.paste(mask, box=None, mask=mask) + return street_im diff --git a/data/raw_sim_data/train/non_target/run1/.empty b/data/raw_sim_data/train/non_target/run1/.empty new file mode 100644 index 0000000000..8d1c8b69c3 --- /dev/null +++ b/data/raw_sim_data/train/non_target/run1/.empty @@ -0,0 +1 @@ + diff --git a/data/raw_sim_data/train/non_target/run2/.empty b/data/raw_sim_data/train/non_target/run2/.empty new file mode 100644 index 0000000000..8d1c8b69c3 --- /dev/null +++ b/data/raw_sim_data/train/non_target/run2/.empty @@ -0,0 +1 @@ + diff --git a/data/raw_sim_data/validation/non_target/run1/.empty b/data/raw_sim_data/validation/non_target/run1/.empty new file mode 100644 index 0000000000..8d1c8b69c3 --- /dev/null +++ b/data/raw_sim_data/validation/non_target/run1/.empty @@ -0,0 +1 @@ + diff --git a/data/raw_sim_data/validation/non_target/run2/.empty b/data/raw_sim_data/validation/non_target/run2/.empty new file mode 100644 index 0000000000..8d1c8b69c3 --- /dev/null +++ b/data/raw_sim_data/validation/non_target/run2/.empty @@ -0,0 +1 @@ + diff --git a/data/weights/.empty b/data/weights/.empty new file mode 100644 index 0000000000..e69de29bb2 diff --git a/docs/SETUP.md b/docs/SETUP.md new file mode 100644 index 0000000000..71aeb2440b --- /dev/null +++ b/docs/SETUP.md @@ -0,0 +1,16 @@ +### Project Requirements ### +In order to run the project code you will need to install the following packages. + +**Packages** +* Python 2.7 +* Tensorflow 1.2 + +**Python Packages** +* Python Imaging Library +* SciPy +* numpy +* python-socketio +* Flask +* socketIO_client +* eventlet +* scikit-image diff --git a/docs/aws_setup.md b/docs/aws_setup.md new file mode 100644 index 0000000000..bdabfd09ae --- /dev/null +++ b/docs/aws_setup.md @@ -0,0 +1,126 @@ +# AWS Setup for RoboND-DeepLearning Project + +## Create an AWS account +- Instructions can be found [here](https://classroom.udacity.com/nanodegrees/nd209-beta/parts/4405411f-bdc8-43fb-9e2b-b4b98a61c760/modules/375d6b1e-b31a-4d2e-b33a-996167faf77e/lessons/dca6b1cd-5d40-41ab-a502-69a24c4b227e/concepts/bc84756d-22ba-448d-bad5-a63f99b3c693?contentVersion=1.0.0&contentLocale=en-us) + +## Request a Limit increase +- Instructions can be found [here](https://classroom.udacity.com/nanodegrees/nd209-beta/parts/4405411f-bdc8-43fb-9e2b-b4b98a61c760/modules/375d6b1e-b31a-4d2e-b33a-996167faf77e/lessons/dca6b1cd-5d40-41ab-a502-69a24c4b227e/concepts/bc84756d-22ba-448d-bad5-a63f99b3c693?contentVersion=1.0.0&contentLocale=en-us) + +## Create and Launch an EC2 instance +1. Open your [AWS Console](https://console.aws.amazon.com/console/) +2. Next select **Services > Compute > EC2** + +![](https://github.com/udacity/RoboND-DeepLearning-Private/blob/master/docs/misc/AWS%20setup%20images/1.png) + +3. To start using Amazon EC2, click the **Launch Instance** button + +![](https://github.com/udacity/RoboND-DeepLearning-Private/blob/master/docs/misc/AWS%20setup%20images/2.png) + +4. Next you will select an AMI. AMI or Amazon Machine Image is a template that contains the software configuration (operating system, application server, and applications) required to launch your instance: + - Select community AMIs from the left side panel + + ![](https://github.com/udacity/RoboND-DeepLearning-Private/blob/master/docs/misc/AWS%20setup%20images/3.png) + + - In the search box enter **Udacity RoboND** + - Click select for the AMI: ***Udacity-RoboND-Deep-Learning-Laboratory*** + + ![](https://github.com/udacity/RoboND-DeepLearning-Private/blob/master/docs/misc/AWS%20setup%20images/4.png) + +5. Choose Instance type: Select a **p2.xlarge** instance + +![](https://github.com/udacity/RoboND-DeepLearning-Private/blob/master/docs/misc/AWS%20setup%20images/5.png) + +6. Configure Instance Details: These details can be left the same, click **Next:Add Storage** + +![](https://github.com/udacity/RoboND-DeepLearning-Private/blob/master/docs/misc/AWS%20setup%20images/6.png) + +7. Add Storage: If you would like to not have your data deleted between runs you can deselect **Delete on Termination** but keep in mind, this could potentially incur a small credit usage over time. + +![](https://github.com/udacity/RoboND-DeepLearning-Private/blob/master/docs/misc/AWS%20setup%20images/7.png) + +8. Add Tags: No changes to be made here + +![](https://github.com/udacity/RoboND-DeepLearning-Private/blob/master/docs/misc/AWS%20setup%20images/8.png) + +9. Configure Security Group: Select **Create a new security group** and from the drop down box under **Source** select **My IP** + +![](https://github.com/udacity/RoboND-DeepLearning-Private/blob/master/docs/misc/AWS%20setup%20images/9.png) + +10. Click **Review and Launch** button in the lower-right corner +11. On the review page click **Launch** in the lower-right corner + +![](https://github.com/udacity/RoboND-DeepLearning-Private/blob/master/docs/misc/AWS%20setup%20images/10.png) + +12. Click the check box to select key pair, if you have not created a key pair you can create a new key pair right here + +![](https://github.com/udacity/RoboND-DeepLearning-Private/blob/master/docs/misc/AWS%20setup%20images/11.png) + +13. Finally click **Launch instances** +14. If you get an error saying you do not have any instances of the chosen type available, make sure your Limit Increase request has been approved. +15. You may click **View Instances** to see the instance you just launched + +![](https://github.com/udacity/RoboND-DeepLearning-Private/blob/master/docs/misc/AWS%20setup%20images/12.png) + +## Connecting to an EC2 Instance +1. At anytime you can access your **EC2 Dashboard** by selecting **Services > EC2** + +![](https://github.com/udacity/RoboND-DeepLearning-Private/blob/master/docs/misc/AWS%20setup%20images/16.png) + +2. To open a list of your EC2 instances Select **Instances** from the left side panel. +3. Now, select your instance from the Instances table and click the **Connect** button at the top of the screen. + +![](https://github.com/udacity/RoboND-DeepLearning-Private/blob/master/docs/misc/AWS%20setup%20images/13.png) + +4. Open a new terminal window on your system. +5. `$cd` to the location where you have stored your private key and change it's permissions + ```sh + $ chmod 400 your_key.pem + ``` +6. Amazon provides you the ssh command to connect to your instance using its Public DNS. But you need to modify that command such that you are logging in as **ubuntu** and not **root**. For example if the suggestion from amazon is: + ```sh + $ ssh -i "first_key_pair.pem" root@ec2-52-43-242-129.us-west-2.compute.amazonaws.com + ``` + you must change it to: + ```sh + $ ssh -i "first_key_pair.pem" ubuntu@ec2-52-43-242-129.us-west-2.compute.amazonaws.com + ``` +7. **Note:** Do not copy the above line into your terminal directly, copy the line in Connect to Your Instance dialog with above stated modification. + +![](https://github.com/udacity/RoboND-DeepLearning-Private/blob/master/docs/misc/AWS%20setup%20images/14.png) + +8. Type yes when asked if you want to connect. You should now have access to your EC2 instance within your active terminal. + +## Disconnecting and Stopping an instance +- To simply disconnect from a connected instance. Type `$exit` in your active terminal. +- If you are no longer using an instance and want to stop it temporarily, select your instance from the list then click **Actions > Instance State > Stop** + +![](https://github.com/udacity/RoboND-DeepLearning-Private/blob/master/docs/misc/AWS%20setup%20images/15.png) + +- Remember, when you stop an instance, it is shut down by AWS. You will not be charged hourly usage for a stopped instance but you will be charged for any Amazon EBS storage volumes. Each time you start a stopped instance you will be charged a full instance hour, even if you make this transition multiple times within a single hour. +- More information on Starting & Stopping an instance can be found [here](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/Stop_Start.html) + +## TODO: + +## Training the network on your instance +1. Check `run.py` and make sure it is configured correctly. Refer [this]() document. +2. Train your network by using: + ```sh + $ python run.py + ``` + +## Attaching, preparing and mounting an ebs volume +1. Navigate to volumes in the EC2 side panel +2. Create an EBS volume +3. Once an instance is running click on actions and select attach, then select the name of the running instance +4. If it is the first time using the volume you will have to format the volume. +5. To mount the volume: + ```sh + $ sudo mount /dev/xvdf /home/ubuntu/ebs_vol + ``` +6. Change the ownership of EBS volume: +``` +$ sudo chown -R ubuntu ebs_vol +$ mkdir ebs_vol/dl_files +$ scp -r -i ~/first_key_pair.pem RoboND-DeepLearning-Private_aws/ ubuntu@ec2-52-38-165-179.us-west-2.compute.amazonaws.com:~/ebs_vol/dl_files +$ pip install tqdm +``` diff --git a/docs/misc/AWS setup images/1.png b/docs/misc/AWS setup images/1.png new file mode 100644 index 0000000000000000000000000000000000000000..92c0e378760287e02eb230264819bb0a35315b4d GIT binary patch literal 153295 zcmdqIWmsH0)CNkSKq)#<+z0nk+zSkD#hoec?%ozCgIjSc?rz14ySux)6&<*9dd~M< zd7k^+|2Kao$=;K!WUs8Oyl+;>Cq*grw?uE@;NZ|@q(LfhaEQ@xa0t_H;9)f_Dq*s) z9|UJH8MQZW-Yjh>t;33hE)rTUs`h3s?uJgLaOQUQwx%r3#!jZDcFq>|E@ues!f
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X-0sakZX0q*GXR07tDnm{r-UW|(?b;( literal 0 HcmV?d00001 diff --git a/docs/socketio.md b/docs/socketio.md new file mode 100644 index 0000000000..c68c90130f --- /dev/null +++ b/docs/socketio.md @@ -0,0 +1,90 @@ +# socketio event definitions # +This project uses [socketio](https://socket.io/) to facilitate communication between QuadSim and Python code. +Following is a list of event definitions and field descriptions that are used. For more information about socketio, check out the official website. The documentation for the python socketio server library can be found +[here](https://python-socketio.readthedocs.io/en/latest/). Similarly, The documentation for the python socketio client library used in this project can found [here](https://pypi.python.org/pypi/socketIO-client). + + +## `sensor_frame` event (emitted by QuadSim) ## +These events are published by QuadSim and contain everything needed to allow the quad to detect and follow a detected object in the scene. + +Example: +``` +{ + "timestamp": "1504814505.23149", + "rgb_image": "/9j/4AAQS...", + "pose": "0.0000,0.0000,10.0000,0.0000,0.0000,0.0000", + "depth_image": "/9j/4AAQS...", + "gimbal_pose": "0.0052,0.0052,9.8943,0.0000,0.0000,0.0000" +} +``` + +### `timestamp` ### +A string containing the, [unix timestamp](https://en.wikipedia.org/wiki/Unix_time) corresponding to when the sensor frame was captured. + +### `rgb_image` ### +The base64-encoded JPG image from the color camera on the quad. This is the image that the network performs inference upon. + +### `pose` ### +The pose of the quad with respect to QuadSim's world frame. The fields have the following format `[x, y, z, roll, pitch, yaw]`, each distane is expressed in meters, and each angular component is expressed in radians. + +### `depth_image` ### +The base64-encoded JPG image from the depth camera on the quad. The depth image is used to compute in conjunction with the color image and the pose information to compute the location of the detected object in the world frame. + +### `gimbal pose ` ### +The pose of the quad's camera gimbal with respect to the quad's body frame. This pose is used in conjunction with the quad body frame pose is required to determine the coordinates of the detected object in the world frame. This field shares it's formatting with the `pose` attribute. + +## `object_detected` event (emitted by Python code) ## +These events are published by your Python code each time an object of interest is detected in a sensor frame. Upon recieving an `object_detected` event, QuadSim will begin to move towards the detected object. + +Example +``` +{ + "coords": [0.0, 1.0, 2.0]" +} +``` + +### `coords` ### +Describes the coordinates of the detected objcet, in QuadSim's world frame. + +## `create_box_marker` event (emitted by Python code) ## +Creates a box marker that can be used to visualize the location of objects objects in the QuadSim world. + +Example +``` +{ + "id": 0, + "pose": [0.0, 1.0, 2.0, 3.14, 3.14, 1.57], + "dimensions": [1.0,1.0,1.0], + "color": [0,1,0,0.8], + "duration": 1.0 +} +``` + +### `id` ### +Identified used to reference the box after it has been created. Currently only deletion of the marker is supported. + +### `pose` ### +The pose of the marker in the QuadSim world frame. The fields have the following format `[x, y, z, roll, pitch, yaw]`, each distane is expressed in meters, and each angular component is expressed in radians. + +### `dimensions` ### +The dimensions of the box marker, units in meters, `[length, width, depth]`. + +### `color` ### +The color of the box, including the alpha value. All values range from zero to one. An alpha value of 0.0 corresponds to complete transparency, while a value of 1.0 is completely opaque `[r, g, b, a]` + +### `duration` ### +The time duration for which the box marker will exist, represented in seconds. A value of -1 indicates that the marker will exist indefinitely. + + +## `delete_marker` event (emitted by Python code) ## +This event is used to delete markers. + +Example +``` +{ + "id": 0 +} +``` + +### `id` ### +The id of the marker to be deleted. A value of -1 will cause all markers to be deleted. diff --git a/docs/training_and_scoring.md b/docs/training_and_scoring.md new file mode 100644 index 0000000000..b5c3202a61 --- /dev/null +++ b/docs/training_and_scoring.md @@ -0,0 +1,28 @@ +# Semantic Segmentation +### Introduction +This trains on a FCN segmentation network using vgg16 as a base. + + +##### Setting up a dataset + +First generate data by running the unity sim. On the menu screen of the make sure the there are checks in `Use Hero Target`, and `With Other People` then click the DL training button. + +Once the sim is running press `r` to start recording. In the file selection menu navigate to `data/robo_train/target/hero_train1` and click `select`. To speed up training press the `9` + +Open another simulation instance unselect the option for `Use Hero Target`, DL training training, press `r`, to start recording and navigate to the directory `data/robo_train/non_target/run_train1` + +To generate validation data, repeat the above steps except select folders in `data/robo_validation` + +After data is generated while in the project directory run `python preprocess_ims.py`. If your data is stored as above no configuration of this file is required, otherwise the directories it looks for the images in needs to be changed. + +##### Training, and predicting + +Training and predicting is accessed by running `python run.py` there are several configuration options which for now are in the main function of `run.py` + +To train without loading a checkpoint, set `load_checkpoint_name = None` + +To load a checkpoint and generate prediction outputs, set `save_checkpoint_name=None` and `load_checkpoint_name=your_checkpoint.ckpt` and set `predict = True` + +##### Scoring a set of predictions + +Edit the main function of `score_predictions.py`, set the name of the run you want to score `prediction_dir`, and the name of the checkpoint file to use in `checkpoint_file` \ No newline at end of file