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tensorflow version of this code
Hi,
Is there a tensorflow version of this code?
Thanks.
How to set the mid_epochs and gamma for a new dataset?
Hi @lnsmith54 ,
Do you know how to set the mid_epochs if the total train epoch is 600. And, how to tune the gamma for a new dataset? Setting as 1, 2, 3, 4 to test? Do you have any experience or suggestion?
Best wishes.
Xiaobing
In Cyclical_Focal_Loss, what's the meaning of self.targets_classes?
Hi,
In Cyclical_Focal_Loss, what's the meaning of self.targets_classes= = torch.zeros_like(inputs).scatter_(1, target.long().unsqueeze(1), 1)? Can this self.targets_classes be understood as the one-hot labels?
Thanks.
Some bugs in using CFL for training a segmentation task
Hi @lnsmith54
When I used CFL to train a segmentation task, the loss degrades from 11 to 0. I have no idea why this happens. Could this CFL loss be used in a segmentation task? Or how to set and tune the learning rate or learning strategy?
Thanks a lot.
Different loss in training and testing?
Hi,
I have one question. I see the code that you adopt CFL in training and cross entropy loss in testing, right? Why this setting?
Thanks.
On the problem of target detection with only one category
Hello, there is only one category in my own dataset. I should use ASLSingleLabel, ASL_ FocalLoss,Cyclical_ FocalLoss Which loss function of the three function.I tried to use ASLSingleLabel, and the loss was 50000 times higher than that of BCELoss.look forward to your reply,many thx.
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