Deep Learning to detect Medical Conditions from Chest X-rays

Demo

Youtube Link

To use the GUI

• From the directory where setup.sh is present, run: 'sh setup.sh'. This script downloads the stage-5.pth file and moves it to model_data/models. The stage-5.pth is the model weights file but it is heavy (around 100mb) and hence I am providing the download link for that. Please make sure that the models folder has stage1.pth after the script finishes running.
• The script also installs the fastai deep learning library which the application requires. It just uses the command: pip install fastai==1.0.47
• Now, please cd into the gui folder and run “python gui.py” as shown in the video (https://youtu.be/OZKkLyremdQ)
• A demo xray image can be found inside the gui folder. Please use it to test.