From 7cc943673ad36f16b218ade0c2b714c59f36b4c0 Mon Sep 17 00:00:00 2001 From: bnorthan Date: Sun, 16 Feb 2025 14:44:45 -0500 Subject: [PATCH] Iterate on docs --- docs/about.md | 18 +++++++---------- docs/augment.md | 17 ++++++++++++---- docs/faq.md | 5 +++-- docs/images/labels_dir.png | Bin 0 -> 30170 bytes docs/images/patches.jpg | Bin 0 -> 1471324 bytes docs/images/patches_top_level.jpg | Bin 0 -> 8402 bytes docs/images/project_dir_save.png | Bin 0 -> 85409 bytes docs/images/project_dir_start.png | Bin 0 -> 60548 bytes docs/load_and_label.md | 32 +++++++++++++++++++++++++----- docs/train_and_predict.md | 7 ++++++- 10 files changed, 56 insertions(+), 23 deletions(-) create mode 100644 docs/images/labels_dir.png create mode 100644 docs/images/patches.jpg create mode 100644 docs/images/patches_top_level.jpg create mode 100644 docs/images/project_dir_save.png create mode 100644 docs/images/project_dir_start.png diff --git a/docs/about.md b/docs/about.md index 05d8a9e..fbfd9ad 100644 --- a/docs/about.md +++ b/docs/about.md @@ -1,20 +1,16 @@ # About Napari-Easy-Augment-Batch-dl -Napari-Easy-Augment-Batch-dl is a user-friendly plugin for Napari designed to make batch image augmentation and model training more reproducible . It provides an intuitive graphical interface , integrated with Napari, that allows users to load and label images, apply augmentations, and process large datasets efficiently without requiring programming knowledge. While the plugin complements programming by streamlining workflows, I always encourage users to learn programming, as it provides deeper flexibility and control over their data and models. +Napari-Easy-Augment-Batch-dl is a user-friendly plugin for Napari designed to make labeling, batch image augmentation and model training more reproducible . It provides an intuitive graphical interface integrated with Napari, that allows users to load and label images, apply augmentations, and process large datasets efficiently without requiring programming knowledge. (While the plugin complements programming by streamlining workflows, I always encourage users to learn programming, as it provides deeper flexibility and control over their data and models). ## 🔍 Features -- Takes advantage of Napari's build in labelling functionality Easy-to-use GUI . +- Takes advantage of Napari's built in labelling functionality. - Supports various augmentation techniques such as rotation, flipping, noise addition, and brightness adjustments. -- Explicitly saves augmented patches for easier trouble shooting and more repeatible training. -- Streamlined workflow with three simple steps: Load & Label, Configure Augmentations, and Train & Predict. -- Plugin mechanism to support training -- Ideal for researchers, data scientists, and image analysis professionals. - -## 🎯 Purpose -The primary goal of Napari-Easy-Augment-Batch-dl is to bridge the gap between advanced image augmentation techniques and users who need a simple, no-code solution. Whether you are working with machine learning datasets, medical imaging, or scientific research, this tool helps you prepare high-quality augmented images efficiently. +- Explicitly saves augmented patches for easier trouble shooting and more repeatable training. +- Streamlined workflow with three simple steps: Load & Label, Augmentat, and Train & Predict. +- Plugin mechanism to support training and prediction with different frameworks (Cellpose, Stardist, SAM, Yolo, UNET, and more) ## 🛠️ Development & Contributions -Napari-Easy-Augment-Batch-dl is an open-source project, and contributions are welcome! If you have feature requests, bug reports, or would like to contribute, visit our [GitHub repository](https://github.com/YOUR_REPO). +Napari-Easy-Augment-Batch-dl is an open-source project, and contributions are welcome! If you have feature requests, bug reports, or would like to contribute, visit our [GitHub repository](https://github.com/True-North-Intelligent-Algorithms/napari-easy-augment-batch-dl). ## 📞 Support -For questions, issues, or feedback, please check our [FAQ](faq.md) or open a discussion on our GitHub page. \ No newline at end of file +For questions, issues, or feedback, please check our [FAQ](faq.md) or open a discussion on [image.sc](image.sc). \ No newline at end of file diff --git a/docs/augment.md b/docs/augment.md index ba2e2e7..53dfa4e 100644 --- a/docs/augment.md +++ b/docs/augment.md @@ -1,14 +1,23 @@ # Configure Augmentations -Set up your augmentation settings before processing your images. +You need to generate augmentations before training. ## 🎛️ Augmentation Panel ![Augmentation Panel](images/augment_panel.png) ### Steps: -1️⃣ Select the augmentation types (rotation, flipping, noise, etc.). -2️⃣ Adjust the parameters as needed. -3️⃣ Preview the augmentations before applying. +1️⃣ Make sure you draw at least one label box and label objects within it. See [here](https://true-north-intelligent-algorithms.github.io/napari-easy-augment-batch-dl/load_and_label/) +2️⃣ Select the augmentation types (rotation, flipping, brightness/contrast, etc.) +3️⃣ Choose ```Augment current image``` or ```Augment all images``` +4️⃣ Verify by looking in the ```patches``` sub-directory of your project. + +After completing above steps you should find a ```ground truth``` and ```input``` directory has been created in your project in the ```patches directory``` + +![Patches top level](images/patches_top_level.jpg) + +Within the ```input``` directory you should see a collection of patches from your images, in the ```ground truth``` directory there should be corresponding patches taken from the label image. Make sure you draw at least one label box and label objects within it. See (here)[] + +![Patches](images/patches.jpg) --- diff --git a/docs/faq.md b/docs/faq.md index f9323f9..676aad3 100644 --- a/docs/faq.md +++ b/docs/faq.md @@ -11,6 +11,7 @@ This tool is designed for users who need to augment images in bulk, such as rese ## 🔄 Usage Questions ### How do I install the plugin? -You can install it using pip: +You can install it using pip: ```sh -pip install napari-easy-augment-batch-dl \ No newline at end of file +pip install napari-easy-augment-batch-dl +``` \ No newline at end of file diff --git a/docs/images/labels_dir.png b/docs/images/labels_dir.png new file mode 100644 index 0000000000000000000000000000000000000000..c2b2f01509acd818b223e14710aa8083c253525f GIT binary patch literal 30170 zcmb5VWmsH6(=AFu0s(@%2X}W5?(Xhx!5xCTGq?nIcXziixVyVM+#&Dxo%cEa&Yd57 zcK7t`?piwp59 zxh|coLaJ%buku~oKX$6?{Qgw?-NZ0x(SxYr=Qm=6C6Dv=m@fh+?e~lj=dQ#J+kN6E z>@u~fd5fjuseNA4ZPvg7b?bQM*V0Xz{NGT{Cw*|8lMeXQx)pg2lRWpC=REfkFY|of 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