Srameo/LED
[ICCV 2023] Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising && [Arxiv 2023] Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model && [NeurIPS 2025] UltraLED: Learning to See Everything in Ultra-High Dynamic Range Scenes
This project helps photographers and image processing professionals transform dark, noisy RAW camera images into clear, high-quality pictures. It takes your underexposed RAW photos as input and produces images with significantly reduced noise and improved clarity, without requiring complex camera calibration. Image technicians, forensic photographers, or anyone working with challenging low-light photography would use this tool.
400 stars.
Use this if you need to quickly denoise RAW images taken in extremely low-light conditions, especially when traditional noise model calibration is too time-consuming or impractical.
Not ideal if you primarily work with already-processed JPEG or other non-RAW image formats, as it's specifically designed for RAW denoising.
Stars
400
Forks
39
Language
Python
License
—
Category
Last pushed
Dec 17, 2025
Commits (30d)
0
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