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Questions about cross validation implementation on mmpose keypoint detection

Open cnr0724 opened this issue 2 years ago • 1 comments

  1. Why is cross validation not used on mmpose keypoint detection? Is there a specific reason to use limited image sets as a validation set?
  2. If it is okay to use cross validation, then how should I implement the cross validation based on current structure of mmpose keypoint detection?

cnr0724 avatar Feb 02 '23 08:02 cnr0724

Many popular pose estimation benchmarks do not include cross-validation in their protocols. You may need to manually split train/val set in dataset annotation files for cross-validation.

Ben-Louis avatar Feb 02 '23 10:02 Ben-Louis