A 4K-parameter reparameterized CNN with square-transform features, dual-path attention, and a variance-weighted loss reaches about 1,100 FPS on image enhancement benchmarks.
Deep retinex decomposition for low-light enhancement
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MobileIE: An Extremely Lightweight and Effective ConvNet for Real-Time Image Enhancement on Mobile Devices
A 4K-parameter reparameterized CNN with square-transform features, dual-path attention, and a variance-weighted loss reaches about 1,100 FPS on image enhancement benchmarks.