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junjun-jiang / BaMBNet

The official repository for BaMBNet
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How to update the thresholds r2, r3, r4 in your code? #5

Closed FlyFish-space closed 2 years ago

FlyFish-space commented 2 years ago

In Section III C of your paper, the thresholds r2-4 are updated by adaptively learning from a small amountof meta-data. However, I don't find this part in your code. I only find you give four static_kernel_size . ”Combined with the model training process, generatingthe defocus mask is a nested optimization“ Where is the nested optimization?

junjun-jiang commented 2 years ago

The nest optimization is not based on a gradient-optimized way. In practice, we manually compute the updated values in each iteration. As a result, we published the optimal values in the static_kernel_size.

FlyFish-space commented 2 years ago

ok，thanks！

qylen commented 2 years ago

hello，I have a question like this ,too. the thresholds r2-4 updated values not use the hyperparameter search method ，while manually Grid search？

junjun-jiang commented 2 years ago

Please refer to the Sec.III.C in paper. For convenience, we provide the deblurring results of DPDBlur test dataset (https://drive.google.com/file/d/1xkRaaJbqH6R0Mv42Rea3nB4hkRmgodbj/view?usp=sharing).

qylen commented 2 years ago

ok,thank you!