计算机视觉数据集

贾伟中科院合肥

http://v.coodict.com/2015/09/20/cv-datasets/

• Object Segmentation and Classification
  CMU Face Datasets
  Youtube Face dataset
  PubFig: Public Figures Face Database
  FGnet: Face and Gesture Recognition datasets
  MIT Face Dataset
  MIT Car Datasets
  MIT Street Scenes: CBCL StreetScenes Challenge Framework is a collection of images, annotations, software and performance measures for object detection [cars, pedestrians, bicycles, buildings, trees, skies, roads, sidewalks, and stores]
  Pedestrian dataset from MIT
  The Daimler Pedestrian Detection Benchmark: several datasets for pedestrian detection (fully visible or partially occluded), using both mono and stereo vision, captured from a vehicle in urban traffic.
  Caltech image collections: object detection, segmentation and classification
  INRIA Datasets: Cars, people, horses, human actions, etc.
  LabelMe Dataset: Over 150,000 images with objects annotated and labelled.
  PASCAL Datasets: Provides standardised image data sets for object class recognition.
  Car Dataset: Side views of cars for object detection
• Automated Surveillance
  VISOR: Video Surveillance Online Repositiory: Lots of videos and ground truth.
  i-LIDS datasets: UK Government benchmark datasets for automated surveillance.
  Advanced Video and Signal based Surveillance: a variety datasets for tracking and detection.
  CAVIAR surveillance Dataset
  Violent Scenes Dataset
  3dPES: 3D pedestrian tracking, a new surveillance dataset, designed mainly for people re-identification in multi camera systems with non-overlapped field of views.
• Multi-camera datasets
  Multi-sensor dataset of salsa dancers: includes multiple camera views, audio streams, inertial sensors (accelerometer + gyroscope + magnometer) and depth maps.
  Multi-model, multi-camera meeting room dataset
  MuHAVi: Multicamera Human Action Video DataA large body of human action video data using 8 cameras. Includes manually annotated silhouette data.
  INRIA Xmas Motion Acquisition Sequences (IXMAS): Multiview dataset for view-invariant human action recognition.
  Multi-camera person tracking and pose-estimation
• Background Modeling, Foreground Detection, Change Detection
  WallFlower dataset: For evaluating background modelling algorithms. Ground-truth foreground provided.
  Foreground/Background segmentation and Stereo dataset: from Microsoft Cambridge.
  Shadow detection datasets
  Stuttgart Artificial Background Subtraction Dataset
  Aerial Image Change Detection
• Tracking
  Datasets from ETH Zurich: Computer Vision Laboratory
  Includes several datasets, for example:
  
  • Kinect Head Pose Database
  • Walking Pedestrians dataset
  • Pedestrian Crossing Sequences
  • Dynamic 3D Scene Analysis from a Moving Vehicle
    
  
  

KIT AIS Dataset

MIT Traffic Data Set

• Other datasets
  3D Photography Dataset
  Experiments on skin region detection and tracking: it includes a ground-truthed dataset
• More Lists of Computer Vision Datasets
  UIUC Datasets: Includes… Fifteen Scene Categories, 3D Object Recognition Stereo Dataset, 3D Photography Dataset, Visual Hull Datasets, Birds, Butterflies, Object Recognition Database, Texture Database and Video Sequences.
  OTCBVS Datasets: Several datasets that include non-visual data, such as thermal infrared and NIR.
  List of “emotional” databases:
  Computer Vision Datasets: from cvpapers.com
  Computer Vision Datasets: from computervisiononline.com
  Computer Vision Datasets: from CVOnline