We propose a new dataset, publicly available,
that makes all image-based deweathering models we tested perform better.
The WeatherStream challenge extends this challenge to multiple weather conditions. Coming soon!
In contrast to previous datasets, this dataset is not manually collected, but uses algorithms based on light transport to automatically curate the dataset. Doing this algorithmically not only improves quality of the dataset, but also the scale.