PASCAL VOC dataset

GPTKB entity

Statements (62)
Predicate Object
gptkbp:instance_of gptkb:Data
gptkbp:associated_with object recognition
semantic segmentation
instance segmentation
gptkbp:class gptkb:20
gptkbp:contains gptkb:train
annotations
images
aeroplane class
aeroplane segmentation masks
bicycle class
bicycle segmentation masks
car class
car segmentation masks
cat class
cat segmentation masks
cow class
cow segmentation masks
detection challenges
dog class
dog segmentation masks
horse class
horse segmentation masks
person class
person segmentation masks
segmentation challenges
sheep class
sheep segmentation masks
train segmentation masks
train/val/test splits
tvmonitor class
tvmonitor segmentation masks
gptkbp:created_by Visual Object Classes Challenge
gptkbp:downloadable_content official website
gptkbp:evaluates mean Average Precision
gptkbp:evaluation_challenge annual competition
gptkbp:has_artwork over 11,000
https://www.w3.org/2000/01/rdf-schema#label PASCAL VOC dataset
gptkbp:image_format gptkb:JPEG
gptkbp:influenced_by gptkb:Image_Net
gptkbp:is_documented_in gptkb:XML
gptkbp:is_popular_in machine learning community
gptkbp:language English
gptkbp:latest_version gptkb:2012
gptkbp:part_of computer vision research
gptkbp:provides benchmarking for algorithms
gptkbp:release_date 2005-2012
gptkbp:successor gptkb:COCO_dataset
gptkbp:supports deep learning models
gptkbp:used_by gptkb:developers
gptkb:researchers
gptkbp:used_for gptkb:Biology
object detection
image segmentation
gptkbp:website http://host.robots.ox.ac.uk/pascal/ VOC/
gptkbp:year gptkb:2005
gptkbp:bfsParent gptkb:Swin-T
gptkb:Deep_Labv2
gptkb:Deep_Lab_v2
gptkb:Deep_Lab_v3
gptkb:Deep_Lab_v3+
gptkbp:bfsLayer 6