EAD2020

The code accompanying our submission to the EndoCV 2020 challenge. Full paper here.

How to Train:

1. Downloading and Preparing Dataset : Download script.sh file and run bash script.sh on terminal. This will install dependencies, download dataset and extract them to following folders:

   • EndoCV/EAD2020-Phase-II-Segmentation-VALIDATION
   • EndoCV/EAD2020-Phase-II_HOLDOUT
   • EndoCV/ead2020_semantic_segmentation_TRAIN

2. Clone this repository using command git clone https://github.com/ubamba98/EAD2020.git

3. Run Sample.ipynb notebook to start training.

4. Trained model weights and logs will get saved in models and logs directory respectively.