This is an another one approach to solve the competition from kaggle Understanding Clouds from Satellite Images. The pipeline is almost the same as in severstal.
40th place out of 1556 (silver medal) with 0.66348 dice score (top 1 -- 0.67175).
- GPU with >27 Gb RAM (e.g. Tesla V100)
- NVidia apex
pip install -r requirements.txtFirst download the train and test data from the competition link.
To train the model run
bash ./train.shThis will generates trained models and submission file.