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liming-ai / AlignDet

Official code for ICCV 2023 Paper: AlignDet: Aligning Pre-training and Fine-tuning in Object Detection.
https://liming-ai.github.io/AlignDet/
Apache License 2.0
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in detr's config, the cls_cost's weight in 'HungarianAssigner' is 0, why? #7

Closed smarengin closed 1 year ago

smarengin commented 1 year ago

I have heard you: the Hungarian Algorithm needing explicit class information to achieve one-one matching, and the performance is poor if there is no pseudo-semantic labels. so I think the cls_cost is important, but you set it 0, why?

liming-ai commented 1 year ago

I have heard you: the Hungarian Algorithm needing explicit class information to achieve one-one matching, and the performance is poor if there is no pseudo-semantic labels. so I think the cls_cost is important, but you set it 0, why?

Thank you again, it is a bug when I clean the code. You can see the pre-training config that has been released, it is 1.0. I will update related code

smarengin commented 1 year ago

Thanks you for your kindly reply.