denoise's People
denoise's Issues
Shot noise (Poisson)
Noise Pipeline
Add support for TorchScript models
- Add support for TorchScript traced models for denoising -- initially starting with NAFNet
- Use native torch loading and running
- Moving to API based inference is for later
Demosaicing (convert RAW to RGB)
Quantisation noise (Uniform)
Colour bias model
ISP editing pipeline
After adding noise, we should do the standard camera modifications.
- #13
- White balance
- Exposure
- Naive denoising?
- Others, see https://github.com/timothybrooks/unprocessing/blob/master/process.py
Note that if we target pro photographers, we might want to only do demosaicing, or even operate directly on RAW files.
Read noise (tukey lambda)
Synthetic Noise: Overarching pipeline
Row noise (Gaussian)
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