Computer Vision Dataset

Pedestrian dataset from MIT: simple pedestrian image background

INRIA Dataset: Pedestrian detection images with complex background

Wallflower Dataset: used to evaluate the Background Modeling Algorithm. ground-truth foreground provided.
Foreground/background segmentation and stereo Dataset: from Microsoft Cambridge.
Visor: Video Surveillance online repositiory: a large number of videos and road conditions.
3D photography Dataset
Multi-model, multi-camera meeting room Dataset
Advanced Video and signal based Surveillance: Various datasets for tracking and detection.
Caltech image collections: used for object detection, segmentation, and classification
INRIA Datasets: vehicles, people, horses, and human behaviors

Caviar surveillance Dataset
Videos for Head Tracking
Pedestrian dataset from MIT
Shadow Detection Datasets
Flash and non-flash Dataset
Experiments on skin region detection and tracking: includes a ground-truthed Dataset

MIT face Dataset
MIT car Datasets
MIT street scenes: CBCL streetscenes challenge framework is an object set for image, annotation, software, and Performance Detection [Cars, pedestrians, bicycles, buildings, trees, skies, roads, sidewalks, and stores]
Labelme Dataset: over 150,000 marked photos.
Muhavi: multicamera human action video dataa large body of human action video data using 8 cameras. Includes manually annotated silhouette data. datasets used to test human behavior
INRIA Xmas motion acquisition sequences (ixmas): multiview dataset for view-invariant human action recognition.
I-lids Datasets: UK Government benchmark datasets for automatic surveillance.
The Daimler Pedestrian detection benchmark: Contains 15,560 pedestrian and non-pedestrian samples (image cut-outs) and 6744 additional full images not containing pedestrians for bootstrapping. the test set contains more than 21,790 images with 56,492 pedestrian labels (fully visible or partially occluded), captured from a vehicle in urban traffic.
Stereo Pedestrian detection evaluation dataset: a dataset for evaluating Pedestrian detection using stereo camera images and

Video. dataset used to test Pedestrian detection algorithms
Colour video and thermal infrared Datasets: dataset of videos in color and thermal infrared. Videos are aligned temporally and spatially. ground-truth for object tracking is provided.

Computer Vision Dataset