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huanghoujing avatar huanghoujing commented on September 27, 2024

You have to make sure that image_height / 16 % 6 == 0. When your image height is 512, 512. / 16 % 6 is 2. This requirement is to make sure that height of Conv5 feature map should be evenly divided by number of stripes (the default stripe number is 6). The detail in code is here.

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xxx2974 avatar xxx2974 commented on September 27, 2024

Thanks a lot. I know the number 6 what means, but what's the mean of the number 16?

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huanghoujing avatar huanghoujing commented on September 27, 2024

If you set last conv stride of ResNet-50 to 1, the final feature map size is image_height / 16, image_width / 16 (this is the case of PCB); If you set last conv stride of ResNet-50 to 2, the final feature map size is image_height / 32, image_width / 32.

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xxx2974 avatar xxx2974 commented on September 27, 2024

I see, thank you very much. I will take a careful look.

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