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sgdan's Introduction

Self-Guided Dual Attention Network for UDC Image Restoration

Requirements

  • Python 3.5
  • PyTorch 1.1.0
  • CUDA 10.2
  • Scipy 1.1.0
  • PIL 5.2.0
  • Opencv 3.4.2

Image Patch Pairs Generation

  • Change "gt_folder", "input_folder", "output_gt_folder", "output_input_folder" folder path in img_patch_gen.py
  • Change "patch_size" and "stride" in img_patch_gen.py
  • Run img_patch_gen.py

Train

  • Change the parameters
  • Run pyhton train.py

Test

Track 2

  • python test.py --valid_file (test mat file) --saving_img_root (output png file root) --saving_mat_dir (result mat zip saving root) --load_name (model name)

Pretrain model

sgdan's People

Contributors

stevenlauhkhk avatar

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