Cityscapes Dataset

GPTKB entity

Statements (49)
Predicate Object
gptkbp:instanceOf gptkb:dataset
gptkbp:category 8
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:createdBy gptkb:Bernt_Schiele
gptkb:Rodrigo_Benenson
Uwe Franke
Marius Cordts
Markus Enzweiler
Mohamed Omran
Sebastian Ramos
Stefan Roth
Timo Rehfeld
gptkbp:displayType 2048x1024 pixels
gptkbp:focusesOn semantic urban scene understanding
gptkbp:format RGB images
polygonal segmentation
gptkbp:hasBenchmark stereo vision
object tracking
semantic segmentation
instance segmentation
optical flow
depth estimation
video prediction
panoptic segmentation
https://www.w3.org/2000/01/rdf-schema#label Cityscapes Dataset
gptkbp:includes gptkb:train
examination
validation
gptkbp:license non-commercial research
gptkbp:notableCollection gptkb:Europe
gptkb:Germany
50 cities
gptkbp:numberOfRooms 20000 coarsely annotated images
5000 finely annotated images
gptkbp:numberOfStudents 30
gptkbp:officialWebsite https://www.cityscapes-dataset.com/
gptkbp:publishedIn gptkb:CVPR_2016
gptkbp:releaseYear 2016
gptkbp:usedFor object detection
semantic segmentation
scene understanding
instance segmentation
gptkbp:usedIn autonomous driving research
computer vision benchmarks
gptkbp:bfsParent gptkb:CityPersons_Dataset
gptkbp:bfsLayer 8