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Datasets/CityPersons

CityPersons

ImagesCustom (non-commercial)Introduced 2017-01-01

The CityPersons dataset is a subset of Cityscapes which only consists of person annotations. There are 2975 images for training, 500 and 1575 images for validation and testing. The average of the number of pedestrians in an image is 7. The visible-region and full-body annotations are provided.

Source: NMS by Representative Region: Towards Crowded Pedestrian Detection by Proposal Pairing Image Source: https://github.com/CharlesShang/Detectron-PYTORCH/tree/master/data/citypersons

Benchmarks

16k/mMR2D Classification/mMR2D Object Detection/mMR3D/mMRAutonomous Vehicles/Reasonable MR^-2Autonomous Vehicles/Heavy MR^-2Autonomous Vehicles/Partial MR^-2Autonomous Vehicles/Bare MR^-2Autonomous Vehicles/Small MR^-2Autonomous Vehicles/Medium MR^-2Autonomous Vehicles/Large MR^-2Autonomous Vehicles/Test TimeObject Detection/mMRPedestrian Detection/Reasonable MR^-2Pedestrian Detection/Heavy MR^-2Pedestrian Detection/Partial MR^-2Pedestrian Detection/Bare MR^-2Pedestrian Detection/Small MR^-2Pedestrian Detection/Medium MR^-2Pedestrian Detection/Large MR^-2Pedestrian Detection/Test Time

Statistics

Papers
129
Benchmarks
21

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Tasks

16k2D Classification2D Object Detection3DAutonomous VehiclesObject DetectionPedestrian Detection