├── .dockerignore ├── .editorconfig ├── .gitattributes ├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── feature_request.md │ └── tutorial-or-example-request.md └── workflows │ ├── ci-testing.yml │ ├── code-format.yml │ ├── codeql-analysis.yml │ ├── install-pkg.yml │ ├── pypi-release.yml │ ├── sphinx-docs-build.yml │ └── sphinx-docs-deploy.yml ├── .gitignore ├── .gitmodules ├── .nojekyll ├── CODEOWNERS ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── Dockerfile ├── LICENSE ├── MANIFEST.in ├── README.md ├── SECURITY.md ├── assets └── demo.png ├── docs ├── Makefile ├── _static │ └── styles.css ├── index.rst ├── make.bat ├── requirements.txt └── source │ ├── conf.py │ ├── modules.rst │ ├── quickvision.datasets.rst │ ├── quickvision.layers.rst │ ├── quickvision.losses.rst │ ├── quickvision.metrics.rst │ ├── quickvision.models.classification.cnn.rst │ ├── quickvision.models.classification.rst │ ├── quickvision.models.components.rst │ ├── quickvision.models.detection.detr.rst │ ├── quickvision.models.detection.faster_rcnn.rst │ ├── quickvision.models.detection.retinanet.rst │ ├── quickvision.models.detection.rst │ ├── quickvision.models.rst │ ├── quickvision.models.segmentation.deeplab.rst │ ├── quickvision.models.segmentation.fcn.rst │ ├── quickvision.models.segmentation.rst │ ├── quickvision.optimizers.rst │ ├── quickvision.pretrained.rst │ ├── quickvision.rst │ └── quickvision.utils.rst ├── examples ├── README.md ├── classification │ ├── intro_to_quickvision_with_w&b.py │ ├── quantization_aware_training.py │ ├── torchvision_train.py │ ├── train_step_example.py │ ├── training_sota_cnns.py │ └── transfer_learning_with_pytorch_lightning.py ├── detection │ ├── detr_coco │ │ ├── coco.py │ │ ├── detr_train.py │ │ └── detr_transforms.py │ ├── quickvision_object_detection_tutorial.py │ └── training_detection_models_with_pytorch_lightning.py └── notebooks │ ├── Intro_to_Quickvision_with_W&B.ipynb │ ├── Quantization_Aware_Training.ipynb │ ├── Quickstart.ipynb │ ├── Quickvision_Object_Detection_Tutorial.ipynb │ ├── Training_Detection_models_with_PyTorch_Lightning.ipynb │ ├── Training_SOTA_CNNs.ipynb │ └── Transfer_Learning_with_PyTorch_Lightning.ipynb ├── quickvision ├── README.md ├── __init__.py ├── datasets │ ├── README.md │ ├── __init__.py │ ├── classification.py │ └── detection.py ├── layers │ ├── README.md │ ├── __init__.py │ ├── act_mish.py │ ├── block_mlp.py │ └── functional │ │ ├── __init__.py │ │ └── act_mish.py ├── losses │ ├── README.md │ ├── __init__.py │ ├── detr_loss.py │ ├── dice_loss.py │ └── functional │ │ ├── __init__.py │ │ └── dice_loss.py ├── metrics │ ├── README.md │ ├── __init__.py │ └── classification.py ├── models │ ├── README.md │ ├── __init__.py │ ├── classification │ │ ├── README.md │ │ ├── __init__.py │ │ └── cnn │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── engine.py │ │ │ ├── lightning_trainer.py │ │ │ ├── model_factory.py │ │ │ └── utils.py │ ├── components │ │ ├── README.md │ │ ├── __init__.py │ │ └── torchvision_backbones.py │ ├── detection │ │ ├── README.md │ │ ├── __init__.py │ │ ├── detr │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── engine.py │ │ │ ├── lightning_trainer.py │ │ │ ├── model_factory.py │ │ │ └── utils.py │ │ ├── faster_rcnn │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── engine.py │ │ │ ├── lightning_trainer.py │ │ │ └── model_factory.py │ │ ├── retinanet │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── engine.py │ │ │ ├── lightning_trainer.py │ │ │ └── model_factory.py │ │ └── utils.py │ └── segmentation │ │ ├── README.md │ │ ├── __init__.py │ │ ├── deeplab │ │ ├── README.md │ │ └── __init__.py │ │ └── fcn │ │ ├── README.md │ │ └── __init__.py ├── optimizers │ ├── README.md │ └── __init__.py ├── pretrained │ ├── README.md │ ├── __init__.py │ ├── _model_zoo.py │ ├── _pretrained_cnns.py │ ├── _pretrained_detection.py │ └── _pretrained_weights.py └── utils │ ├── README.md │ ├── __init__.py │ ├── averaging_utils.py │ ├── early_stopping_utlis.py │ ├── nested_tensor_utils.py │ ├── progress_utils.py │ └── torch_utils.py ├── requirements-test.txt ├── requirements.txt ├── setup.cfg ├── setup.py └── tests ├── README.md ├── assets ├── 10001.png ├── 10002.png ├── csv_dataset.csv └── grace_hopper_517x606.jpg ├── dataset_utils.py ├── py_utils.py ├── test_cnn.py ├── test_datasets.py ├── test_detr.py ├── test_frcnn.py ├── test_layers.py ├── test_losses.py ├── test_retinanet.py ├── test_smoke.py ├── test_torchvision_backbones.py ├── test_utils.py └── torch_utils.py /.dockerignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oke-aditya/quickvision/HEAD/.dockerignore -------------------------------------------------------------------------------- /.editorconfig: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oke-aditya/quickvision/HEAD/.editorconfig 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