Publication

We offer 440 normal-exposure and short-exposure nighttime image pairs. Short exposure images can be added to the corresponding normal-exposure image to synthesize the flare-corrupted image.

We provide 2150 pairs of real Ultra-High-Definition (UHD) low-light images.

BeautyFace contains 3,000 high-quality face images with a higher resolution of 512×512, covering more recent makeup styles and more diverse face poses, backgrounds, expressions, races, illumination, etc. Besides, we annotate each face with parsing, which benefits more diverse applications.

We synthesize realistic haze dataset inclduing 500 pairs data.

We provide an underwater image enhancement dataset, in which a raw underwater image and nine results enhanced by nine different UIE algorithms are ranked by volunteers according to subjective visual quality.

Here, you can find more interesting datasets.