๐ŸŒง๏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

๐Ÿ“ธ Try these examples:

Examples

๐Ÿ“ 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

๐Ÿ”— Links:

โš ๏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