VishalBhagat01/RGB-to-HyperSprctral-AI

RGB to Hyperspectral Converter

Convert RGB images to 482-band hyperspectral images using a memory-optimized U-Net deep learning model.

Features

• —High Accuracy: Trained on paired RGB-hyperspectral datasets
• —Memory Optimized: Runs efficiently on various hardware
• —482 Spectral Bands: Rich spectral information output
• —Interactive UI: Easy-to-use web interface
• —Visualization: Built-in spectral band visualization

Model Performance

• —Validation Loss: 0.3858
• —Validation MSE: 0.0238
• —Validation SAM: 0.5409
• —Output Bands: 482
• —Input Size: 256×256 RGB

Usage

1. 1.Upload an RGB image
2. 2.Click "Convert to Hyperspectral"
3. 3.View the spectral band visualization
4. 4.Download the hyperspectral data

API

This Space also provides a REST API for programmatic access.