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Fine tuning about practical-rife HOT 4 OPEN

hzwer avatar hzwer commented on August 12, 2024
Fine tuning

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Comments (4)

hzwer avatar hzwer commented on August 12, 2024

https://github.com/megvii-research/ECCV2022-RIFE
I think if you can train original RIFE, it will be not hard to finetune practical-RIFE v4.6. If you meet any problem, just raise the issue.

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laugam avatar laugam commented on August 12, 2024

Thank you for your reply.
The train and evaluate functions that you defined in the file train.py don't seem to be compatible with the new files RIFE_HDv3.py and IFNet_HDv3.py, for instance the loss functions are different.
Do you have any suggestions on how to modify those functions?

Many thanks.

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xsp1 avatar xsp1 commented on August 12, 2024

Hello, I am also trying to retrain or fine-tune the v4.6 model on my own data set recently. I also found that RIFE_HDv3.py and IFNet_HDv3.py are different from the original version. I modified a lot of codes, such as removing After using loss_cons, I found that the effect is very poor after successful training. Did you fine-tune successfully? How did you solve these problems? Thanks!

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laugam avatar laugam commented on August 12, 2024

Hello, unfortunately I did not manage to train/fine-tune the v4.6 model, I'm using the model as it is for the moment.
Maybe you will find useful the comments on this issue: hzwer/ECCV2022-RIFE#293 (comment)

I asked for the training code there but they didn't reply yet.
Please let me know if you succeed in this.
Thanks!

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