Computer Vision Data Sets

Pedestrian DataSet from MIT: Pedestrian picture Background simple

Inria Data set: Pedestrian detection picture, complex background

Wallflower DataSet: Used to evaluate the background modeling algorithm is good or bad. Ground-truth foreground provided.
Foreground/background Segmentation and Stereo dataset:from Microsoft Cambridge.
Visor:video surveillance Online repositiory: Lots of video and road live.
3D Photography Dataset
Multi-model, multi-camera Meeting, DataSet
Advanced Video and Signal based surveillance: A variety of data sets for tracking and instrumentation.
Caltech Image collections: For target object detection, segmentation and classification
Inria Datasets: Vehicles, people, horses, human behavior, etc.

CAVIAR surveillance Dataset
Videos for Head Tracking
Pedestrian DataSet from MIT
Shadow detection datasets
Flash and Non-flash DataSet
Experiments on skins region detection and tracking: includes a ground-truthed dataset

MIT face Dataset
MIT Car Datasets
The MIT Street scenes:cbcl streetscenes Challenge Framework is an object set of images, annotations, software, and performance detections [cars, pedestrians, bicycles, buildings, Tre Es, skies, roads, sidewalks, and stores]
LabelMe Dataset: More than 150,000 photos that have been labeled.
Muhavi:multicamera Human action video dataa large body of Human action video data using 8 cameras. Includes manually annotated silhouette data. Data set for testing human behavior
Inria Xmas Motion Acquisition sequences (Ixmas): Multiview DataSet for view-invariant Human action recognition.
I-lids DATASETS:UK Government benchmark datasets for automated surveillance.
The Daimler pedestrian Detection benchmark:contains 15,560 Pedestrian and Non-pedestrian samples (image cut-outs) and 674 4 additional full images No containing pedestrians for bootstrapping. The test set contains more than 21,790 images with 56,492 pedestrian labels (fully visible or partially occluded), capture D from a vehicle in urban traffic.
Stereo pedestrian Detection Evaluation dataset:a Dataset for evaluating pedestrian Detection using Stereo camera images A nd

Video. Data sets for testing pedestrian detection algorithms
Colour video and Thermal infrared datasets:dataset of videos in colour and Thermal infrared. Videos is aligned temporally and spatially. Ground-truth for object tracking is provided.

from:http://blog.csdn.net/lcj_cjfykx/article/details/21217551