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The detection training demo:

  • dataset: AIR-SARShip-1.0
  • target: ship
  • model: faster_rcnn

Run the demo:

  1. Install PaddleRS
git clone https://github.com/PaddleCV-SIG/PaddleRS.git
cd PaddleRS
pip install -r requirements.txt
python setup.py install
  1. Run the demo
cd tutorials/train/detection/

# run training on single GPU
export CUDA_VISIBLE_DEVICES=0
python faster_rcnn_sar_ship.py

# run traing on multi gpu
export CUDA_VISIBLE_DEVICES=0,1
python -m paddle.distributed.launch faster_rcnn_sar_ship.py