SWINSEG
Singapore Whole sky Nighttime Image SEGmentation Database
Creative Commons LicenseIntroduced 2017-05-30
The SWINSEG dataset contains 115 nighttime images of sky/cloud patches along with their corresponding binary ground truth maps. The ground truth annotation was done in consultation with experts from Singapore Meteorological Services. All images were captured in Singapore using WAHRSIS, a calibrated ground-based whole sky imager, over a period of 12 months from January to December 2016. All image patches are 500x500 pixels in size, and were selected considering several factors such as time of the image capture, cloud coverage, and seasonal variations.
Benchmarks
10-shot image generation/Average Precision10-shot image generation/Average Recall10-shot image generation/F1-Score10-shot image generation/MCC10-shot image generation/Mean IoUSemantic Segmentation/Average PrecisionSemantic Segmentation/Average RecallSemantic Segmentation/F1-ScoreSemantic Segmentation/MCCSemantic Segmentation/Mean IoU