Yet Another Computer Vision Index To Datasets (YACVID)

This website provides a list of frequently used computer vision datasets. Wait, there is more!
There is also a description containing common problems, pitfalls and characteristics and now a searchable TAG cloud.
Plus, this is open for crowd editing (if you pass the ultimate turing test)! - Questions? yacvid [at] hayko [dot] at

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«showing 562 tags of 562 total tags for 411 datasets (1.37) »


detection pedestrian
DID Name Description Tags URL Date Views
347 MOCAT (TUB Multi-Object and Multi-Camera Tracking Dataset) The TU Berlin Multi-Object and Multi-Camera Tracking Dataset (MOCAT) is a synthetic dataset to train and test tracking and detection systems in a virtual world.... synthetic tracking detection multi-class multi-view evaluation pedestrian vehicle animal link 2016-11-02 519
330 Cityscapes We present a new large-scale dataset that contains a diverse set of stereo video sequences recorded in street scenes from 50 different cities, with high quality... stereo video urban cities semantic segmentation detection car person pedestrian weakly link 2016-07-19 1021
288 Berkeley Urban Street tracking The UrbanStreet dataset used in the paper can be downloaded here [188M] . It contains 18 stereo sequences of pedestrians taken from a stereo rig mounted on a ca... tracking detection segmentation multitarget recognition video pedestrian urban human link 2015-07-14 1140
287 INRIA Lafarge Benchmarks Some datasets and evaluation tools are provided on this page for four different computer vision and computer graphics problems. Population counting Line-ne... 3d surface reconstruction groundtruth pointcloud object detection line road network urban crowd pedestrian counting link 2015-06-18 853
286 HDA Person Dataset - ISR Lisbon The High Definition Analytics (HDA) dataset is a multi-camera High-Resolution image sequence dataset for research on High-Definition surveillance: Pedestrian De... Video Surveillance Pedestrian Detection Re-Identification Multiview Tracking Benchmark Indoor High-Definition Camera Network lisbon human link 2017-10-02 1663
279 WWW Crowd The Where Who Why (WWW) dataset provides 10,000 videos with over 8 million frames from 8,257 diverse scenes, therefore offering a superior comprehensive dataset... surveillance crowd pedestrian detection recognition flow optical video link 2015-05-27 994
263 Crowd Dataset The crowd datasets are collected from a variety of sources, such as UCF and data-driven crowd datasets. The sequences are diverse, representing dense crowd in t... crowd video detection anomaly scene understanding human pedestrian link 2017-09-19 1468
254 ChokePoint Dataset We collected a video dataset, termed ChokePoint, designed for experiments in person identification/verification under real-world surveillance conditions using e... human pedestrian identification recognition multiview sequence face detection real world surveillance clustering link 2015-05-02 1136
247 PASCAL VOC Parts The PASCAL VOC is augmented with segmentation annotation for semantic parts of objects. For example, for the person category, we provide segmentation mask for 2... detection recognition pascal object part pedestrian human segmentation semantic link 2014-09-30 1210
216 CVC Partial Occlusion Virtual Pedestrian The CVC Partial Occlusion Virtual Pedestrian datasets (CVC-01 to CVC-06) cover a range of scenarios of occluded pedestrians generated in a virtual and real envi... detection classification tracking pedestrian synthetic urban occlusion link 2016-03-15 1274
190 Daimler Mono Pedestrian Detection Benchmark The Daimler Mono Pedestrian Detection Benchmark dataset contains a large training and test set. The training set contains 15.560 pedestrian samples (image cut-o... pedestrian detection outdoor urban mono scale object link 2013-09-18 939
188 KTH Multiview Football The KTH Multiview Football dataset contains 771 images of football players includes images taken from 3 views at 257 time instances 14 annotated body joints. ... multiview pedestrian tracking detection object camera outdoor game soccer pose recognition multitarget link 2016-09-18 1351
169 QMUL Junction Dataset The QMUL Junction dataset is a busy traffic scenario for research on activity analysis and behavior understanding. Video length: 1 hour (90000 frames) Fra... detection tracking crowd counting pedestrian video motion behavior link 2016-12-06 1331
168 Mall Dataset The Mall dataset was collected from a publicly accessible webcam for crowd counting and profiling research. Ground truth: Over 60,000 pedestrians were label... detection tracking crowd counting pedestrian indoor video webcam link 2016-12-06 1589
166 ICG Multi-Camera Datasets The ICG Multi-Camera datasets consist of Easy Data Set (just one person) Medium Data Set (3-5 persons, used for the experiments) Hard Data Set (crowded sc... multiview pedestrian tracking detection object camera calibration graz indoor video multitarget link 2015-06-19 1171
165 ICG Multi-Camera and Virtual PTZ The ICG Multi-Camera and Virtual PTZ dataset contains the video streams and calibrations of several static Axis P1347 cameras and one panoramic video from a sph... multiview pedestrian tracking detection object camera calibration graz network video panorama crowd outdoor multitarget link 2017-08-19 1259
164 ICG Lab 6 (Multi-Camera Multi-Object Tracking) The ICG Lab 6 (Multi-Camera Multi-Object Tracking) dataset contains 6 indoor people tracking scenarios recorded at our laboratory using 4 static Axis P1347 came... multiview pedestrian tracking detection object laboratory camera calibration evaluation segmentation graz link 2017-09-18 1707
163 TUGRAZ ICG Longterm Pedestrian Dataset The Longterm Pedestrian dataset consists of images from a stationary camera running 24 hours for 7 days at about 1 fps. It used for adaptive detection and back... pedestrian change detection background illumination robust indoor coffee graz multitarget link 2015-06-19 989
151 People in WBCN This dataset is for people tracking in wide baseline camera networks and was designed as a contest at ICPR 2012. The contest consists of two challenges: ... detection, tracking, pedestrian, trajectory, crowd, overlap, occlusion, aerial link 2013-08-02 1261
150 SDHA Contest The Semantic Description of Human Activities (SDHA) was a contest at ICPR 2010. The contest is composed of three different types of activity recognition cha... detection, tracking, pedestrian, trajectory, crowd, overlap, occlusion, aerial link 2013-07-31 934
113 Penn-Fudan Pedestrian Penn-Fudan Pedestrian Detection and Segmentation... pedestrian detection segmentation background motion link 2013-08-08 950
107 BIWI Pedestrians We provide the three datasets used for testing our system for our ICCV 2007 publication, including annotations. Data was recorded using a pair of AVT Marlins mo... detection, tracking, pedestrian, trajectory, crowd, overlap, occlusion link 2013-03-12 1115
106 BIWI Walking Pedestrians (EWAP) The BIWI Walking Pedestrians (EWAP) dataset shows walking pedestrians in busy scenarios from a bird eye view. Manually annotated. Data used for training in our ... detection, tracking, pedestrian, trajectory, crowd, overlap, occlusion, aerial link 2013-08-02 1593
78 Caltech Pedestrian The Caltech Pedestrian Dataset consists of approximately 10 hours of 640x480 30Hz video taken from a vehicle driving through regular traffic in an urban environ... pedestrian, detection, urban link 2016-06-07 1751
77 Daimler Stereo Pedestrian Daimler Stereo Pedestrian Detection Benchmark C. Keller, M. Enzweiler, and D. M. Gavrila, A New Benchmark for Stereo-based Pedestrian Detection, Proc. of th... pedestrian, detection, urban link 2013-03-13 767
76 Daimler Pedestrian Classification Daimler Multi-Cue, Occluded Pedestrian Classification Benchmark Training and test samples have a resolution of 48 x 96 pixels with a 12-pixel border around t... detection, classification, pedestrian, urban link 2013-03-11 831
60 PSU HUB The PSU HUB dataset is a detection, tracking dataset. Ground truth trajectory and grouping information for pedestrians walking in the PSU student union building... detection, tracking, pedestrian, trajectory, crowd, overlap, occlusion link 2013-07-19 988
29 The Yale Face The Yale Face dataset from A. Georghiades contains 5760 single light source images of ten subjects, each shown in 9 poses and 64 illumination setups (leading to... face, pedestrian, detection, pose, illumination link 2015-06-23 800
25 PASCAL VOCs The PASCAL VOC Challenge datasets by Mark Everingham is a yearly dataset which has a central evaluation server and the final test data is not released. The late... detection segmentation pose pedestrian chair animal car building airplane link 2017-03-09 995
23 Graz02 The Graz02 dataset by Andreas Opelt and Axel Pinz contains four categories of images: bikes, people, cars and a single background class. The annotation has been... bike, pedestrian, background, detection, clutter, car, graz link 2014-04-24 1040
22 Graz01 The Graz01 dataset by Andreas Opelt and Axel Pinz contains four types of images: bikes, people, background with no bikes, background with no people.... bike, pedestrian, background, detection, clutter, graz, occlusion link 2013-08-08 1063
16 PETS 2009 The PETS 2009 dataset contains 3 parts showing multi-view sequences containing pedestrians walking in an outdoor environment. The parts are used for person coun... frontview, outdoor, pedestrian, detection, tracking, overlap, occlusion multitarget, human link 2015-06-19 1349
15 PETS 2006 The PETS 2006 dataset contains 7 parts showing multi-sensor sequences containing left-luggage scenarios with increasing scene complexity at a train station scen... frontview, indoor, pedestrian, detection, tracking, multitarget link 2015-08-12 1075
14 INRIA People The INRIA People dataset from Navneet Dalal and Bill Triggs [DalalCVPR2005] consists of training and testing data. The training contains 1805 images and X peopl... detection, pedestrian, sideview, frontview, human, boundingbox link 2015-06-19 1281
13 CBCL / MIT Pedestrian MIT Pedestrian dataset from Papageorgiou and Poggio [IJCV2000] contains 509 training and 200 test images of pedestrians in city scenes (plus left-right reflecti... pedestrian, frontview, detection, urban, people, boundingbox link 2015-06-19 960
9 TUD Crossing tracking The TUD Crossing dataset from Micha Andriluka, Stefan Roth and Bernt Schiele consists of 201 images with 1008 highly overlapping pedestrians with significant va... tracking detection segmentation multitarget pedestrian sideview overlap urban link 2015-06-19 1853


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