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Training

Environment

  1. Install dependencies
    pip install -r requirements.txt
  2. Download data
    bash scripts/download_data.sh

Usage

python train.py --imgs_dir [] --masks_dir []

Validate

python test.py --imgs_dir [] --masks_dir [] --model_name []

Testing

Usage

python demo.py --imgs_dir [] --result_dir [] --model_name []
  • Reduce batch size to avoid CUDA out of memory.

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Signature segmentation task using U-Net

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