LumiNet is a research-focused compact single-stage CNN for joint low-light image enhancement and denoising, designed to restore illumination, suppress noise, and preserve structural detail in a single forward pass.
image-denoising low-light-image-enhancement lightweight-deep-learning compact-cnn joint-image-restoration single-stage-cnn
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Updated
Jun 24, 2026 - Jupyter Notebook