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rongliangzi / MARUNet

Multi-level Attention Refined UNet for crowd counting
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loss #2

Open KrystalCWT opened 3 years ago

KrystalCWT commented 3 years ago

Hi, how to choose the loss type?

rongliangzi commented 3 years ago

According to my experience, '3avg-ms-ssim' delivers the best performance on public datasets.

KrystalCWT commented 3 years ago

According to my experience, '3avg-ms-ssim' delivers the best performance on public datasets.

I read some papers recently, and many of them use baysian loss. Did you compare your loss with the baysian loss? Thanks

rongliangzi commented 3 years ago

According to my experience, '3avg-ms-ssim' delivers the best performance on public datasets.

I read some papers recently, and many of them use baysian loss. Did you compare your loss with the baysian loss? Thanks

You can try both and compare.