EAD2020
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1st place solution to EAD 2020 (segmentation track) (https://ead2020.grand-challenge.org/)
EAD2020
The code accompanying our submission to the EndoCV 2020 challenge. Full paper here.
How to Train:
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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
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Clone this repository using command
git clone https://github.com/ubamba98/EAD2020.git
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Run Sample.ipynb notebook to start training.
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Trained model weights and logs will get saved in models and logs directory respectively.