Img Enhancer - Brightness Focus (5.1M)

A compact U-Net for restoring degraded images, optimized for brightness correction over color manipulation.

What it does

  • Removes blur, RGB noise & JPEG artifacts
  • Brightness-focused: Corrects mainly luminance, leaves colors largely untouched
  • Works on photos, screenshots, digital art & pixel art
  • Adjustable strength (0-100%)

Performance

Metric Value
Parameters 5.1M
PSNR Improvement +4.6 dB
Training Resolution 128×128
Max Residual ±0.16 (40% scaling)

Quick Start

pip install -r requirements.txt
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Datasets used to train CryptoAIM/img-enhancer-brightness-focus-5.1m