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Training Tutorial

Prepare dataset

  • put you images at data_preprocess/tower_data_low_light, only support png image now
  • cd folder data_preprocess
  • run command python3 random_crop.py

Training Stage 1

  • copy images from data_preprocess/tower_data_low_light_crop to codes_SelfDACE/old_version/stage1/data/train_data/
  • cd folder codes_SelfDACE/old_version/stage1
  • run command python train_1stage.py

Training Stage 2

  • copy checkpoint from codes_SelfDACE/old_version/stage1/snapshots_light/your_checkpoint_from_stage_1 to codes_SelfDACE/old_version/stage2/snapshots_light/pre_train_1.pth
  • copy images from data_preprocess/tower_data_low_light_crop to codes_SelfDACE/old_version/stage2/data/train_data/
  • cd folder codes_SelfDACE/old_version/stage2
  • run command python train_2stage.py
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