wgws-net's People
wgws-net's Issues
About Dataset
Hello! This is a very good work. I am very interested in your work. I wonder if you can provide the sampled dataset, thank you~
RuntimeError: Error(s) in loading state_dict for UNet
A RuntimeError occurs when selecting the pre-trained model of Setting1 to train Setting2, indicating that there are missing keys in the model's state_dict. I tried to use the seting1 pre-trained model you provided and this error also occurred. There was a problem loading the pre-trained model into the UNet network. I wonder why this error occured.
outdoor-rain test set
Hello!Do you have the outdoor-rain test set? I downloaded it from the original paper and only saw the training set, not the test set. If not, how did you deal with it?
About the training cost and time
Hi, thanks for your work! May I know how many GPUs (also which type) you used and how long it tasks to train the model?
Missing files
Could you please upload the dataset_pairs_wRandomSample_ForAug3 file in the repository? The training_Setting1_wDP_Stage2.py file cannot run without this file.
Also, could you upload the code for training your model using Settings 2 and 3?
vgg
Thank you for your code. May I ask which pre-trained vgg model is used during the training process?
about dataset_pairs_wRandomSample_Triplet
Hi, you have done a good job. But there is one question that puzzles me:
WGWS-Net/training_Setting1_Stage1.py
Line 11 in 3583302
I can't find this file in directory 'datasets'. Do you mean dataset_pairs_wRandomSample_Triplet_txt.py?
Question about the output of the network
Thank you for your contribution. The forward function outputs z+x, representing the clean image, where z acts as the compensatory element for the noise, akin to its negative value. For semantic segmentation tasks, should I solely utilize the feature map z without needing to combine it with x to form z+x? Is my understanding correct?
about graph
第一个阶段训练出的pth文件有100个,那么在第二阶段具体是引用哪个呢?
scheduler_B1.module.step(epoch)
scheduler_B1.module.step(epoch)
你好,请问上面的.module来自哪里,具体的作用是什么,谢谢!
Requirements not included
Could you provide the requirements for your code please?
About dataset_pairs_wRandomSample_Triplet_txt
请问这里面的txt是什么样子的
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