├── LICENSE ├── README.md ├── code ├── Detection of Pneumonia from Chest X-Ray Images 1.0.0.3.ipynb └── obsolete │ ├── .ipynb_checkpoints │ └── transfer_learning_tutorial-checkpoint.ipynb │ ├── Detection of Pneumonia from Chest X-Ray Images - Copy.ipynb │ ├── Detection of Pneumonia from Chest X-Ray Images 1.0.0.1.ipynb │ ├── Detection of Pneumonia from Chest X-Ray Images 1.0.0.2.ipynb │ ├── Detection of Pneumonia from Chest X-Ray Images Final.ipynb │ ├── Detection of Pneumonia from Chest X-Ray Images Modulerized 4.ipynb │ ├── Detection of Pneumonia from Chest X-Ray Images Modulerized.ipynb │ ├── Detection of Pneumonia from Chest X-Ray Images-Copy1.ipynb │ ├── Detection of Pneumonia from Chest X-Ray Images.ipynb │ ├── Detection of Pneumonia from Chest X-Ray Images2.ipynb │ ├── Short-Copy1.ipynb │ ├── Short.ipynb │ ├── Short2-Copy1.ipynb │ ├── Short_new.ipynb │ ├── finetuning_torchvision_models.ipynb │ ├── plot_precision_recall.ipynb │ ├── transfer_learning_tutorial.ipynb │ └── util_helper.ipynb ├── demo ├── images │ └── result.png ├── obsolete │ ├── result.png │ └── sample.png ├── report │ └── CM.png └── sample │ └── sample.png ├── requirements.txt └── setup.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/README.md -------------------------------------------------------------------------------- /code/Detection of Pneumonia from Chest X-Ray Images 1.0.0.3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/Detection of Pneumonia from Chest X-Ray Images 1.0.0.3.ipynb -------------------------------------------------------------------------------- /code/obsolete/.ipynb_checkpoints/transfer_learning_tutorial-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/.ipynb_checkpoints/transfer_learning_tutorial-checkpoint.ipynb -------------------------------------------------------------------------------- /code/obsolete/Detection of Pneumonia from Chest X-Ray Images - Copy.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/Detection of Pneumonia from Chest X-Ray Images - Copy.ipynb -------------------------------------------------------------------------------- /code/obsolete/Detection of Pneumonia from Chest X-Ray Images 1.0.0.1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/Detection of Pneumonia from Chest X-Ray Images 1.0.0.1.ipynb -------------------------------------------------------------------------------- /code/obsolete/Detection of Pneumonia from Chest X-Ray Images 1.0.0.2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/Detection of Pneumonia from Chest X-Ray Images 1.0.0.2.ipynb -------------------------------------------------------------------------------- /code/obsolete/Detection of Pneumonia from Chest X-Ray Images Final.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/Detection of Pneumonia from Chest X-Ray Images Final.ipynb -------------------------------------------------------------------------------- /code/obsolete/Detection of Pneumonia from Chest X-Ray Images Modulerized 4.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/Detection of Pneumonia from Chest X-Ray Images Modulerized 4.ipynb -------------------------------------------------------------------------------- /code/obsolete/Detection of Pneumonia from Chest X-Ray Images Modulerized.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/Detection of Pneumonia from Chest X-Ray Images Modulerized.ipynb -------------------------------------------------------------------------------- /code/obsolete/Detection of Pneumonia from Chest X-Ray Images-Copy1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/Detection of Pneumonia from Chest X-Ray Images-Copy1.ipynb -------------------------------------------------------------------------------- /code/obsolete/Detection of Pneumonia from Chest X-Ray Images.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/Detection of Pneumonia from Chest X-Ray Images.ipynb -------------------------------------------------------------------------------- /code/obsolete/Detection of Pneumonia from Chest X-Ray Images2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/Detection of Pneumonia from Chest X-Ray Images2.ipynb -------------------------------------------------------------------------------- /code/obsolete/Short-Copy1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/Short-Copy1.ipynb -------------------------------------------------------------------------------- /code/obsolete/Short.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/Short.ipynb -------------------------------------------------------------------------------- /code/obsolete/Short2-Copy1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/Short2-Copy1.ipynb -------------------------------------------------------------------------------- /code/obsolete/Short_new.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/Short_new.ipynb -------------------------------------------------------------------------------- /code/obsolete/finetuning_torchvision_models.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/finetuning_torchvision_models.ipynb -------------------------------------------------------------------------------- /code/obsolete/plot_precision_recall.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/plot_precision_recall.ipynb -------------------------------------------------------------------------------- /code/obsolete/transfer_learning_tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/transfer_learning_tutorial.ipynb -------------------------------------------------------------------------------- /code/obsolete/util_helper.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/code/obsolete/util_helper.ipynb -------------------------------------------------------------------------------- /demo/images/result.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/demo/images/result.png -------------------------------------------------------------------------------- /demo/obsolete/result.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/demo/obsolete/result.png -------------------------------------------------------------------------------- /demo/obsolete/sample.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/demo/obsolete/sample.png -------------------------------------------------------------------------------- /demo/report/CM.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/demo/report/CM.png -------------------------------------------------------------------------------- /demo/sample/sample.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/demo/sample/sample.png -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning/HEAD/requirements.txt -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- 1 | --------------------------------------------------------------------------------