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backbone yolov4 about yolox HOT 3 CLOSED

yuto3o avatar yuto3o commented on June 12, 2024
backbone yolov4

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Comments (3)

yuto3o avatar yuto3o commented on June 12, 2024

We follow the cspdarknet53 architecture to build yolov4, and darknet53 block is used to reproduce yolov3 in our repo.

Suffering from the lack of gpu device, the difference or the improvement might not be clear in ablation study.

I think CIoU Loss is a good choice.

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VeeranjaneyuluToka avatar VeeranjaneyuluToka commented on June 12, 2024

OK,Thanks for reply!
you have used binary cross entropy to calculate cls_loss, do you notice any benefit using this? I am using categorical cross entropy. And using focal loss would give any benefit?

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yuto3o avatar yuto3o commented on June 12, 2024

Yes, most of the researchers regard the classification task in detection as multi-label learning.

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