Cityscapes dataset

GPTKB entity

Statements (30)
Predicate Object
gptkbp:instanceOf gptkb:dataset
gptkbp:annotationType semantic labels
instance IDs
polygonal segmentation
gptkbp:category 8 categories
gptkbp:citation Cordts, Marius, et al. 'The Cityscapes Dataset for Semantic Urban Scene Understanding.' CVPR 2016.
gptkbp:contains images
pixel-level annotations
instance-level annotations
gptkbp:displayType 2048x1024 pixels
gptkbp:domain computer vision
gptkbp:focusesOn semantic urban scene understanding
https://www.w3.org/2000/01/rdf-schema#label Cityscapes dataset
gptkbp:includes test set
validation set
train set
gptkbp:license non-commercial research
gptkbp:numberOfRooms 20000 coarsely annotated images
5000 finely annotated images
gptkbp:numberOfStudents 30 classes
gptkbp:officialWebsite https://www.cityscapes-dataset.com/
gptkbp:releaseYear 2016
gptkbp:type RGB images
gptkbp:usedFor semantic segmentation
instance segmentation
scene parsing
gptkbp:分布地区 50 cities in Germany
gptkbp:bfsParent gptkb:Detectron2
gptkb:DeepLab
gptkbp:bfsLayer 6