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img-enhancer-brightness-focus-5.1m
CryptoAIM/img-enhancer-brightness-focus-5.1m
img-enhancer-brightness-focus-5.1m is a image-to-image model from CryptoAIM. Use it when you need one image transformed into another. It is set up for pytorch. The card lists the license as apache-2.0.
A compact U-Net for restoring degraded images, optimized for brightness correction over color manipulation.
Access
Public
Updated May 10, 2026
Repo size
61.8 MB
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1
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Repo makeup
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At a glance
- Task
- Image-to-Image
- Library
- pytorch
- License
- apache-2.0
- Access
- Public
- Created
- May 10, 2026
- Updated
- May 10, 2026
- SHA
- 89ee80cb
Model card
From the Hugging Face model README
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
- Task
- Image-to-Image
- Library
- pytorch
- License
- apache-2.0
- Created
- May 10, 2026
- Updated
- May 10, 2026