DerainDatasets

Synthetic rainy datasets for single image deraining are collected here.

Single Image Datasets

Synthetic Datasets

Rain12_CVPR2016 in LP
Rain100L_CVPR2017 in JORDER
Rain100H_CVPR2017 new version in JORDER
- Note that Rain100H provided by Yang et al. is updated in their website. Original version contains 1800 clean/rainy training image pairs and 100 clean/rainy testing image pairs. The new version contains 1800 clean/rainy training image pairs and 200 clean/rainy testing image pairs. All the methods assess their performances on original version instead of the new one. As a result, the metrics will be different when you retrain the models using the new one.
Rain100H_CVPR2017 old version:
- train set
  - Link: https://pan.baidu.com/s/1uiTz_ME_9Lq5k0yA6c7ZEw
  - Extraction code: x3gy
- test set
  - Link: https://pan.baidu.com/s/1GLLpNJ8P4mkwfX7meMphTg
  - Extraction code: axpq
Rain800_Arxiv2017 in ID_CGAN
Rain1400_CVPR2017 in DDN
Rain1200_CVPR2018 in DID_MDN
SPANet Dataset__CVPR2019 in SPANet
Heavy Rainy Dataset_CVPR2019 in Heavy Rain Image Restoration

Real-World Datasets

Practical in JORDER
Practical in ID_CGAN

Synthetic Methods

Photoshop