feymanpriv/DELG

About the training config for resnet50

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Hello, thanks for your reproduction. Since many stuffs are missing in the codebase, so I have tried running your codebase by fixing lots of issues by myself. However, I did not obtained the claimed results in the readme. I have many questions regarding the configuration of training

  1. Should the NUM_CLASSES be 81313 instead of 96264 (I don't know where the number comes from.) if trained on GLD-v2-clean?
  2. You have mentioned in readme that "All training set version is GLDv2-clean (81313, 15804700)". So how do you split the val_list.txt in TEST SPLIT? I personally split the whole 1.5 million images into training and validation sets by the ratio 4:1. I am not sure if it coincides with your setting.
  3. Would you mind providing the configuration file if changing the input size to 512?

Thanks!