Raindrop is a set of image pairs, where each pair contains exactly the same background scene, yet one is degraded by raindrops and the other one is free from raindrops. To obtain this, the images are captured through two pieces of exactly the same glass: one sprayed with water, and the other is left clean. The dataset consists of 1,119 pairs of images, with various background scenes and raindrops. They were captured with a Sony A6000 and a Canon EOS 60.
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A large-scale dataset of ~29.5K rain/rain-free image pairs that covers a wide range of natural rain scenes.
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We managede to collect a real-world rain dataset, named RainDS, includinnumerousus image pairs in various lighting conditions and different scenes. Each pair contains four images: a rain streak image, a raindrop image, and an image including both types of rain, as well as their rain-free counterparts.
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A large-scale video database for rain removal (LasVR), which consists of 316 rain videos.
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