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knazeri / edge-connect

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
http://openaccess.thecvf.com/content_ICCVW_2019/html/AIM/Nazeri_EdgeConnect_Structure_Guided_Image_Inpainting_using_Edge_Prediction_ICCVW_2019_paper.html
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edge model does not converge #108

Open Turlan opened 5 years ago

Turlan commented 5 years ago

Hi, thanks for releasing codes. I am using this code to train my own data from scratch . After I changed the sigma of canny calculator to 1, the feature matching loss keeps increasing at first 10 epochs. I am wondering if it's a normal phenomenon ? image

neouyghur commented 5 years ago

@Turlan my curve is similar to you. I think it is because discriminator is learning in the beginning.

12ycli commented 4 years ago

How can I draw the curve like you ?

12ycli commented 4 years ago

How can I draw the curve like you ?

liuqi-liuqi commented 3 years ago

Hi, thanks for releasing codes. I am using this code to train my own data from scratch . After I changed the sigma of canny calculator to 1, the feature matching loss keeps increasing at first 10 epochs. I am wondering if it's a normal phenomenon ? image

liuqi-liuqi commented 3 years ago

How can I draw the curve like you ?

12ycli commented 3 years ago

I offer my solution here. I just use pandas to read the log file and then draw them. However, you better change the EVAL_INTERVAL and change eval() function to log the validation dataset, which can avoid overfitting.

liuqi-liuqi commented 3 years ago

I offer my solution here. I just use pandas to read the log file and then draw them. However, you better change the EVAL_INTERVAL and change eval() function to log the validation dataset, which can avoid overfitting.

thanks!

DwanZhang-AI commented 3 years ago

@Turlan my curve is similar to you. I think it is because discriminator is learning in the beginning.

I meet the same problem, will you froze the discriminator for the first several iters?