Published June 20, 2009 | Version v1
Dataset Open

Caltech Pedestrians

Dollar, Piotr
Wojek, Christian
Schiele, Bernt
Perona, Pietro1 ORCID icon
  • 1. ROR icon California Institute of Technology

Description

The dataset contains richly annotated video, recorded from a moving vehicle, with challenging images of low resolution and frequently occluded people. We propose improved evaluation metrics, demonstrating that commonly used per-window measures are flawed and can fail to predict performance on full images. 

This zip file includes folders containing the dataset, code, files, and ROC curve results.

Files

data_and_labels.zip
Files (11.9 GB)
Name Size
data_and_labels.zip
md5:e6b96533f5d236e6c90a7311f48b4a99
11.8 GB Preview Download
CaltechPedestrians.zip
md5:29c7c824f9df51b688f9ce1b4cf03667
52.0 MB Preview Download

Additional details

Identifiers Dates
Created:
March 11, 2023
Modified:
March 13, 2023