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Yuxin-CV avatar Yuxin-CV commented on July 17, 2024

Do you train QueryInst on COCO?

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Kangzf1996 avatar Kangzf1996 commented on July 17, 2024

Do you train QueryInst on COCO?

thank you for your reply.
No, I train it on my dataset. And I think the dataset is ok because I trained maskrcnn on it sucessfully.

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Yuxin-CV avatar Yuxin-CV commented on July 17, 2024

I suggest you can try to tune the lr, warmup lr and other hyperparameters. Can you successfully train Sparse R-CNN on your dataset?

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Kangzf1996 avatar Kangzf1996 commented on July 17, 2024

I suggest you can try to tune the lr, warmup lr and other hyperparameters. Can you successfully train Sparse R-CNN on your dataset?

I didn't try with Sparse R-CNN. For now, the lr is 0.000025, maybe it's too little?

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Yuxin-CV avatar Yuxin-CV commented on July 17, 2024

I suggest you try to tune Sparse R-CNN first, the query-based approaches are much less robust than Faster / Mask R-CNN in term of training and optimization.

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Kangzf1996 avatar Kangzf1996 commented on July 17, 2024

I suggest you try to tune Sparse R-CNN first, the query-based approaches are much less robust than Faster / Mask R-CNN in term of training and optimization.

ok, I will try to tune the lr and try Sparse R-CNN. Thank you for your suggestion.

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CCCCPRCV avatar CCCCPRCV commented on July 17, 2024

你好,请问你解决这个问题了吗

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