๐ง๏ธ ClearView: Image Deraining
Remove rain streaks from images using deep learning. Upload a rainy image and see it transform!
Model: UNet with L1 loss, trained on Rain1400 dataset (12,600 images) Performance: 30.9 PSNR / 0.914 SSIM on test set
๐ธ Try these examples:
Examples
๐ Notes:
- Works best on synthetic rain patterns (trained on Rain1400)
- May smooth fine textures slightly
- For best results, use images with clear rain streaks
- Real-world rain may have mixed results
๐ Links:
โ ๏ธ Limitations:
- Trained on synthetic data (may not generalize to all real-world scenarios)
- No temporal consistency for video (processes frames independently)
- May lose fine details in heavily textured areas