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Hello,
I hope this message finds you well. I'm sorry for reaching out to you only now with my issue. After splitting the DND dataset, I noticed that clean images were not being generated as expecte…
mhs17 updated
3 weeks ago
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I observed that the SSIM and LIPIS metrics for the GTA on the Thuman2.0 dataset have not been made available. Could you kindly provide this data or share the rendered results?
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Regarding the inference time in test.py , could you please confirm if the following code is used for calculation?
Looking forward to ur reply!
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### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.17.0
### Custom code
Yes
### OS platform and dis…
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I use the pre-trained model to predict the SR image of the DReal dataset.
Some metrics are different but very close to the data in the paper (error about 0.01-0.1), but the PSNR and SSIM metrics are …
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Some networks [e.g.](https://keras.io/examples/vision/basnet_segmentation/) require computing SSIM between images. Keras core doesn't have cross-backend ops for this. Can I open a PR for this?
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Let's discuss if this would be helpful for everyone...
Easy metrics would be (in 2D/3D):
- PSNR
- SSIM
A bit more complicated and specialized:
- Perceptual/feature metrics
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Hello, I have a few questions for you about this paper. First of all, it is the input of IRM module. The model diagram in this paper shows that the input of IRM module is LPET image, but the input des…
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(Previously discussed in #11)
Libraries like [pix](https://github.com/google-deepmind/dm_pix/blob/master/dm_pix/_src/metrics.py#L65%23L83) already have implementations for all metrics we have + som…
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Simpler metrics such as `deepinv.loss.SSIM` should call a more lightweight library, e.g. `torchvision`, rather than `pyiqa` which has many dependencies such as `opencv` and `llvmlite`. Furthermore, `p…