Caltech Pedestrian Dataset

GPTKB entity

Statements (27)
Predicate Object
gptkbp:instanceOf gptkb:dataset
gptkbp:citation Piotr Dollár, Christian Wojek, Bernt Schiele, Pietro Perona. 'Pedestrian Detection: An Evaluation of the State of the Art.' IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012.
gptkbp:contains bounding box annotations
video sequences
gptkbp:domain computer vision
gptkbp:focus pedestrian detection
gptkbp:focusArea vehicle-mounted camera
gptkbp:format video (640x480, 30Hz)
gptkbp:frameType 250,000
https://www.w3.org/2000/01/rdf-schema#label Caltech Pedestrian Dataset
gptkbp:includes detailed annotations
ignore regions
occlusion labels
gptkbp:license for research purposes
gptkbp:location gptkb:Pasadena,_California
gptkbp:notableCollection gptkb:California_Institute_of_Technology
gptkbp:numberOfBoundingBoxes 350,000
gptkbp:numberOfUniquePedestrians 2,300
gptkbp:releaseYear 2009
gptkbp:usedBy academic researchers
industry practitioners
gptkbp:usedFor benchmarking pedestrian detection algorithms
gptkbp:usedIn gptkb:PASCAL_VOC_challenge
CVPR publications
gptkbp:website http://www.vision.caltech.edu/Image_Datasets/CaltechPedestrians/
gptkbp:bfsParent gptkb:Pedestrian_Detection
gptkbp:bfsLayer 7