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modular_neural_isp

mahmoudnafifi / modular_neural_isp

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Code for the paper: "Modular Neural Image Signal Processing". A modular neural ISP with interpretable stages, multi-style rendering, cross-camera generalization, and post-editable re-rendering with an interactive photo editor.

ai computer-vision deep-learning camera image-processing lightweight-framework photo-editing computational-photography image-signal-processor raw-to-rgb camera-isp image-signal-processing raw-to-jpg photo-editing-app modular-neural-network raw-to-srgb neural-isp
  • Updated Jan 19, 2026
  • Python
raw-jpeg-adapter

mahmoudnafifi / raw-jpeg-adapter

Star 5

Reference code for the paper: "Raw-JPEG Adapter: Efficient Raw Image Compression with JPEG." Learnable, invertible raw-to-JPEG pre-processing with parameters stored in the JPEG COM (<64 KB), enabling accurate raw reconstruction with much smaller files.

image-compression lossy-compression jpg-compressor raw-image jpg-compression raw-processing raw-to-jpg raw-image-compression raw-to-jpeg raw-compression raw-image-compressor dng-to-jpg lossy-raw-compression
  • Updated Dec 9, 2025
  • Python

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