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PyTorch implementation of "Mask-ShadowNet: Towards Shadow Removal via Masked Adaptive Instance Normalization".

License: MIT License

Python 98.34% Shell 1.66%
shadow-removal madain

mask-shadownet's Introduction

Mask-ShadowNet: Toward Shadow Removal via Masked Adaptive Instance Normalization

This is the Pytorch implementation of "Mask-ShadowNet: Toward Shadow Removal via Masked Adaptive Instance Normalization".

Note: The resolution of test shadow image should be 256*256 for our pre-trained model.

Please first set the dataset path then start training or testing.

  • Training
cd script
bash train.sh gpu_id display_port

where gpu_id is the ID of gpu, and display_port is the port number of visdom server.

  • Testing
cd script
bash test.sh gpu_id

Prereuisites

  • Linux or macOS
  • python 3
  • CPU or NVIDIA GPU + CUDA CuDNN
  • PyTorch 1.2+

mask-shadownet's People

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mask-shadownet's Issues

istd数据集,预训练模型

请问,istd数据集,论文说用了调整的数据集,能分享一下吗,训练时的预训练模型是checkpoints文件夹下的那个吗

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