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IDEA-Research / DINO

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"
Apache License 2.0
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About 'backbone_freeze_keywords' #135

Closed sfwang20 closed 1 year ago

sfwang20 commented 1 year ago

Hi! Thanks for your excellent work. I wonder have you tried the args.backbone_freeze_keywords to freeze some layers in backbone? Did it hurt the performance? Thank you very much.

SlongLiu commented 1 year ago

Thanks for the question. We provide the arg for more flexible modifications.

The performance depends on the backbone choice. For swinL, no freezed version worked best in our experiments.