README.md

metadata

title: Color Loss Demo
emoji: 🎨
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 3.32.0
app_file: app.py
pinned: false

Color Loss Demo

This app demonstrates different color loss functions that can modify the color distribution in images.

Features

• Apply different color loss effects:
  • Yellow Loss: Reduces yellow tones in the image
  • Cyan Loss: Reduces cyan tones in the image
  • Magenta Loss: Reduces magenta tones in the image
• Control the strength of the color loss effect
• Upload your own images to apply color loss effects
• Generate placeholder images in different styles

How to Use

1. Enter a prompt (for placeholder image text)
2. Select a style for the placeholder image
3. Choose a color loss type (or "None" for no effect)
4. Set a seed value (for reproducibility)
5. Adjust the color loss strength
6. Upload your own image (optional)
7. Click "Apply Color Loss"

Examples

The app includes several example configurations that you can try with a single click.

Technical Details

This app uses:

• PIL for image processing
• NumPy for efficient array operations
• Custom color loss functions that target specific color ranges