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Trained model? about uwgan_uie HOT 9 CLOSED

infrontofme avatar infrontofme commented on July 18, 2024
Trained model?

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Comments (9)

infrontofme avatar infrontofme commented on July 18, 2024 1

the trained model has been recovered, the pre-trained model and datasets will be made publicly available soon.

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02250119 avatar 02250119 commented on July 18, 2024

I met the same problem

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infrontofme avatar infrontofme commented on July 18, 2024

@branimir29 @02250119
Thank you very much for your interest in our project.

Our computing server crashed two weeks ago due to some unexpected reasons, resulting in data loss on the server, including pre-trained models for our project. We are trying to recover the data or retrain our model, but this may take several weeks. Please be patient.

We used only part of the data in the NYU Depth Datasets to train UWGAN, and this part of the data was uploaded to Baidu Cloud Link. With these RGB-D data and underwater RGB images, you should be able to use UWGAN to synthesize underwater-style images, and then you can train U-net with image pairs.

You are welcome to follow our project at any time, if there is any update, we will push it on Github.

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branimir29 avatar branimir29 commented on July 18, 2024

Thanks for quick reply @infrontofme . There is no way for me to access Baidu Cloud, any chance you could forward me that package from Baidu via WeTransfer, GDrive, Dropbox?
It would be a great help.

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infrontofme avatar infrontofme commented on July 18, 2024

@branimir29
We have uploaded datasets to Google Drive, you can find underwater images here WaterImages, and you can find RGB-D images here NYU.
If you have any questions about our project, please contact us.

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02250119 avatar 02250119 commented on July 18, 2024

Thank you for your reply.It will help me.

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branimir29 avatar branimir29 commented on July 18, 2024

That's really nice of you, thx. I downloaded Water images, but NYU require your permission to access. I sent access request from my gmail address you'll see.

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Jinksi avatar Jinksi commented on July 18, 2024

@infrontofme did you recover the trained model and make it publicly available?

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priyank200 avatar priyank200 commented on July 18, 2024

Hello, @infrontofme, can you please provide me the requirement.txt file? I want to run the code with a small dataset.

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