cnn

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Silvano315 / Wildfire_Prediction_with_Satellite_Images

This project aims to explore satellite image dataset in order to create a CNN model for wildfire prediction problem. There are some ideas to integrate image segmentation and augmentation models.

data-science deep-learning cnn classification image-segmentation satellite-images wildfire-prevention

Updated Jun 28, 2024
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dougrandrade / Dog_Emotions_CNN_Repo

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Image classification convolutional neural network, using TensorFlow with an NVIDIA GPU

python tensorflow jupyter-notebook cnn image-classification matplotlib transfer-learning fine-tuning efficientnetv2

Updated Jun 28, 2024
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Kaslanarian / PyDyNet

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NumPy实现类PyTorch的动态计算图和神经网络(DNN, CNN, RNN)

python numpy cuda cnn pytorch autograd rnn cupy deep-learning-framework pytorch-implementation

Updated Jun 28, 2024
Python

Yash-Kavaiya / CampusX-courses

Sponsor

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Free courses offer by CampusX

python machine-learning sql jupyter-notebook cnn generative-ai langchain

Updated Jun 28, 2024
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microsoft / AI-For-Beginners

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12 Weeks, 24 Lessons, AI for All!

nlp machine-learning ai computer-vision deep-learning cnn artificial-intelligence gan rnn

Updated Jun 28, 2024
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KianAnd19 / signature-verification

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Signature verification using siamese neural networks and pytorch.

cnn pytorch signature-verification snn siamese-neural-network

Updated Jun 28, 2024
Python

Mariyaben / Comparison_of_different_CNN_Architectures

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Comparative Analysis of CNN Architectures: LeNet, VGG, ResNet, and DenseNet on MNIST, Fashion MNIST, CIFAR-10, and CIFAR-100 Datasets.

tensorflow keras cnn mnist vgg densenet resnet cifar100 cifar-10 fashion-mnist lenet-5

Updated Jun 28, 2024
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Mayur-Kyatham / SignoSpeak

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American Sign Language (ASL) Detection using CNN

asl cnn dataset tkinter convolution convolutional-neural-networks gaussian-processes signlanguage max-pooling gaussian-blur relu asl-recognizer tkinter-gui sign-language-recognition fully-connected-layer relu-activation

Updated Jun 28, 2024
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danbider / lightning-pose

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Accelerated pose estimation and tracking using semi-supervised convolutional networks.

cnn pose-estimation pytorch-lightning

Updated Jun 28, 2024
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PlantieTeam / PlantieMobileApp

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Smart Plant Disease Detection App utilizing modern AI techinques

cnn plant-disease-detection

Updated Jun 28, 2024
Dart

frgfm / torch-cam

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Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

python deep-learning grad-cam cnn pytorch saliency-map interpretability smoothgrad interpretable-deep-learning gradcam activation-maps class-activation-map gradcam-plus-plus score-cam

Updated Jun 28, 2024
Python

KenKaneki2207 / Pizza_Steak_Image_Classification

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Classification model for Pizza_Steak dataset using CNN model.

cnn image-classification cnn-keras image-augmentation-preprocessing

Updated Jun 28, 2024
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ZCalkins / Model-Performance-and-Tuning-Analysis-on-CIFAR

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Model performance and tuning analysis conducted on the CIFAR10 and CIFAR100 datasets. Convolutional Neural Network (CNN), Gated Multilayer Perceptron (gMLP), and Vision Transformer (ViT) model architectures are utilized. The study is built using PyTorch, PyTorch Lightning for clean and concise code and Optuna for hyperparameter tuning.

yaml deep-learning logging cnn pytorch configuration-management image-classification tensorboard vit hyperparameter-tuning cifar10 cifar100 optuna experiment-tracking ablation-studies pytorch-lightning gin-config gmlp dataclasses-python

Updated Jun 28, 2024
Python

Pathfinder1996 / Attention-Mechanism-Residual-UNet

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Attention Residual UNet for vein image segmentation in the field of biometric identification

cnn segmentation attention-mechanism opencv-python dice-coefficient residual-blocks unet-keras tensorflow2 dice-loss jaccard-coefficient vein-biometrics

Updated Jun 27, 2024
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Aryan-coder-student / Holographic-Microplastic-Image-Classification-CNN

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The github dataset contains microplastic particle images used for research purposes, including 'Holographic Classifier: Deep Learning in Digital Holography for Automatic Micro-objects Classification' and 'Microplastic pollution monitoring with holographic classification and deep learning.

python deep-learning cnn image-classification