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BIGBALLON avatar BIGBALLON commented on June 9, 2024
  1. Training and testing need to have the same cat_list. It’s easy to understand if you treat it as traditional Object Detection task.
  2. The order of text elements in cat_list may not be crucial, but be consistent, just like traditional Object Detection, it depends on your anotations.
  3. Fine-tuning on OD datasets is not the main purpose, this will reduce the generalization ability of the model, and additional strategies need to be used to maintain generalization. #26
  4. I don't think fine-tuning GDINO model will get the best performance(mAP, ACC, etc.) if you only want to detect object in a closed set(not a open-set), perhaps you can try some other networks(co-detr, EVA, DINO,internimage, etc. )

from open-groundingdino.

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