🌟 Multi-Method Low-Light Enhancement

Professional low-light image enhancement with multiple state-of-the-art methods

📁 Method Status:
✅ ZeroIG: Ready with trained weights<br>❌ CFWD: Folder not found - please create ./CFWD/ and upload CFWD files

📚 Select Enhancement Method:

🎯 ZeroIG: Zero-shot illumination-guided joint denoising and adaptive enhancement. Fast processing, no training data required, prevents over-enhancement artifacts.
🌊 CFWD: CLIP-Fourier Guided Wavelet Diffusion for low-light enhancement. Uses diffusion models with CLIP guidance for state-of-the-art quality.
🔄 Comparison Mode: Process with both methods to see the differences. Takes longer but shows you the best of both approaches side-by-side.


📖 About the Methods

🎯 ZeroIG (CVPR 2024):

Zero-shot illumination-guided joint denoising and adaptive enhancement for low-light images.

📄 Paper | 💻 Code

🌊 CFWD (2024):

Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion.

📄 Paper | 💻 Code