Comments (15)
Yes, we follow the previous work to evaluate our models on VITON test set with the test_pairs.txt (You can find it in https://github.com/minar09/cp-vton-plus/blob/master/data/test_pairs.txt).
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Hi,I use the pytorch-fid to test the result,but I can‘t get the experimental results as you. Maybe my method is wrong,could you tell me how to test the fid?
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Hi, can you show some results from you "prediction" folder to see whether the testing is implemented correctly?
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The above are some of our results with the provided checkpoint. It seems that your testing environment is not the same as ours listed in README. Please see the issue 3 in the closed issues to solve this problem.
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okk,I will check the env,thanks!
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After correcting the env, the effect get better!
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Hi, the FID you calculated is still worse than ours using the same checkpoints. We use https://github.com/mseitzer/pytorch-fid for evaluation.
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I get FID: 9.503645410720281 with your pre-trained model, maybe this is because I use a higher version of PyTorch and other packages?
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@lyx0208 Smaller FID can indicate better results. Can you show some results on VITON test set? And which repo did you use to calculate the FID?
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@geyuying I just use the link you post above to calculate FID.
I know smaller FID means better results, so it seems a little bit abnormal to me. Here are some results:
btw, when will the codes related to training be released, I've sent you an email this morning for some reasons related to this.
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@lyx0208 Hi, I did not recieve any email. Can you send it again? My email address is [email protected]
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@geyuying Sent again, maybe Gmail cannot receive emails from my school email address
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Hi, Yuying @geyuying
Thanks for your awesome work! The results are really amazing!
Could you tell me your enviroment when testing CP-VTON+? I got a FID 10.186522 for PF-AFN, which is similar to yours 10.09. But for CP-VTON+, I got 31.151999 which is much higher then your result 21.08. Do you have any idea for this result?
Thanks a lot!
B.R.
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Hello, I would like to ask how you calculate the FID score? Are you using the try-on results generated from the test and the images of the person inputted? My FID score is particularly high.
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Related Issues (20)
- How to calculate the loss of the teacher model generation module
- Why are there three inputs in the test? There are only two inputs in the paper
- 训练检测点
- The pretrained model only returns noise
- Which dataset should we use to calculate FID score? HOT 2
- About batch norm
- Train image warping issues HOT 4
- Fids vary greatly
- train_ densepose HOT 2
- Issues on continuing training
- Validate warping model
- Request for corporation
- How to extract edges from the clothes images??
- Training problem HOT 2
- Training time HOT 1
- Data pre-processing
- Train and test with high-resolution dataset HOT 1
- Train issue HOT 3
- RuntimeError: Expected index [1, 576, 384] to be smaller
- limit the degree of warp
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