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

Content, Design and Idea © by Hayko Riemenschneider, 2011-2016. Texts and Images are subject of copyright by the respective authors.

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«showing 529 tags of 529 total tags for 378 datasets (1.4) »

DID Name Description Tags URL Date Views
373 DAVIS: Densely Annotated VIdeo Segmentation We present the 2017 DAVIS Challenge, a public competition specifically designed for the task of video object segmentation. Following the footsteps of other succ... object tracking segmentation video benchmark code hd quality resolution link 2017-04-23 50
370 Pornography Dataset (NPDI/DCC/UFMG) The Pornography database contains nearly 80 hours of 400 pornographic and 400 non-pornographic videos. For the pornographic class, we have browsed websites whic... pornography, videos, video shots, video frames link 2017-03-31 152
363 ETH/Yahoo Video2Gif dataset The Video2GIF dataset contains over 100,000 pairs of GIFs and their source videos. The GIFs were collected from two popular GIF websites (, gifsoup.... video2gif highlight video summarization gif summary scene understanding link 2017-02-22 96
357 udacity self-driving-car At Udacity, we believe in democratizing education. How can we provide opportunity to everyone on the planet? We also believe in teaching really amazing and usef... car robot driving autonomous street urban video recognition detection classification segmentation time synthetic link 2017-03-15 298
356 The Oxford RobotCar Dataset The Oxford RobotCar Dataset contains over 100 repetitions of a consistent route through Oxford, UK, captured over a period of over a year. The dataset captures ... car robot driving autonomous street urban video recognition detection classification segmentation time year link 2017-01-04 245
355 IMPART multi-modal/multi-view The multi-modal/multi-view datasets are created in a cooperation between University of Surrey and Double Negative within the EU FP7 IMPART project. The sourc... multi-view multi-mode video rgbd lidar 3d model color indoor outdoor dynamic action face human emotion link 2017-01-01 166
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 2016-07-19 787
321 Webcam Interestingness The Webcam Interestingness dataset consists of 20 different webcam streams, with 159 images each. It is annotated with interestingness ground truth, acquired in... webcam interest classification retrieval ranking video weather link 2016-03-02 381
313 Automotive Multi-sensor (AMUSE) The automotive multi-sensor (AMUSE) dataset consists of inertial and other complementary sensor data combined with monocular, omnidirectional, high frame rate v... streetside urban inertial video image traffic city api link 2015-11-15 575
305 SPHERE human skeleton movements The SPHERE human skeleton movements dataset was created using a Kinect camera, that measures distances and provides a depth map of the scene instead of the clas... human action behavior motion movement video skeleton depth kinect link 2016-03-24 562
298 Freiburg-Berkeley Motion Segmentation The Freiburg-Berkeley Motion Segmentation Dataset (FBMS-59) is an extension of the BMS dataset with 33 additional video sequences. A total of 720 frames is anno... video segmentation benchmark object tracking pedestrian groundtruth motion link 2017-03-21 740
297 Berkeley Video Segmentation The Berkeley Video Segmentation Dataset (BVSD) contains videos for segmentation (boundary?) Dataset train Dataset test... video segmentation benchmark link 2015-07-14 530
296 Video Segmentation Benchmark The Video Segmentation Benchmark (VSB100) provides ground truth annotations for the Berkeley Video Dataset, which consists of 100 HD quality videos divided into... video segmentation benchmark object tracking pedestrian groundtruth motion link 2017-03-21 823
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 2015-07-14 938
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 2017-01-26 1287
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 2015-05-27 806
276 TST TUG (Timed Up and Go) The TUG (Timed Up and Go test) dataset consists of actions performed three times by 20 volunteers. The people involved in the test are aged between 22 and 39, w... action recognition time kinect wearable accelerometer human video link 2015-05-02 442
275 TST fall detection It is composed of ADL (activity daily living) and fall actions simulated by 11 volunteers. The people involved in the test are aged between 22 and 39, with diff... action recognition detection depth kinect wearable accelerometer human video link 2017-03-14 770
265 Salient Montages: Human-centric Video Summarization The Salient Montages is a human-centric video summarization dataset from the paper [1]. In [1], we present a novel method to generate salient montages from u... video summarization montage saliency wearable human link 2015-05-02 512
264 Domain-specific Personal Videos Highlight Dataset The domain-specific personal videos highlight dataset from the paper [1] describes a fully automatic method to train domain-specific highlight ranker for raw p... video summarization saliency wearable human action recognition domain link 2015-05-02 569
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 2016-11-05 1174
261 MPI Multi-View Collection GVV datasets Welcome to the homepage of the gvvperfcapeva datasets. This site serves as a hub to access a wide range of datasets that have been created for projects of the G... video multiview tracking face mesh reconstruction depth human action pose link 2014-12-10 588
259 MOT Challenge 2D and 3D The MOT Challenge is a framework for the fair evaluation of multiple people tracking algorithms. In this framework we provide: - A large collection of datase... 3d tracking multiple target benchmark dataset people pedestrian surveillance video link 2015-07-31 1032
252 Volleyball Activity Dataset 2014 This dataset contains 7 challenging volleyball activity classes annotated in 6 videos from professionals in the Austrian Volley League (season 2011/12). A total... action activity sport volleyball detection recognition video analysis link 2014-10-23 1189
248 VIDEO datasets overview Many different labeled video datasets have been collected over the past few years, but it is hard to compare them at a glance. So we have created a handy spread... video benchmark recognition classification detection object action link 2014-09-30 966
246 Bristol Egocentric Object Interactions Dataset The BEOID dataset includes object interactions ranging from preparing a coffee to operating a weight lifting machine and opening a door. The dataset is recorded... video interaction object ecocentric pose 3d tracking link 2014-09-30 862
245 ETHZ CVL Video SumMe The Video Summarization (SumMe) dataset consists of 25 videos, each annotated with at least 15 human summaries (390 in total). The data consists of videos, anno... video summary benchmark human groundtruth action event link 2016-10-21 1055
238 Multiple Foreground Video Co-segmentation The multiple foreground video co-segmentation dataset, consisting of four sets, each with a video pair and two foreground objects in common. The dataset includ... video co-segmentation link 2014-08-14 730
237 MOViCS video co-segmentation dataset The video co-segmentation dataset contains 4 video sets which totally has 11 videos with 5 frames of each video labeled with the pixel-level ground-truth.... video co-segmentation dataset link 2016-02-18 893
235 Kindergarten Video Surveillance The dataset consist of the about 50 hours obtained from kindergarten surveillance videos. Dataset, totally approximately 100 videos sequences (1000GB, 50 hours)... human action behavior segmentation video background surveillance link 2015-10-08 1005
234 UMD Dynamic Scene Recognition The UMD Dynamic Scene Recognition dataset consists of 13 classes and 10 videos per class and is used to classify dynamic scenes. The dataset has been describ... scene recognition classification dynamic video motion link 2017-01-05 809
226 Fish4Knowledge The Fish4Knowledge project ( is pleased to announce the availability of 2 subsets of our tropical coral reef fish video and extracted... classification animal fish video motion nature recognition water camera link 2014-05-15 821
219 JPL First-Person Interaction JPL First-Person Interaction dataset (JPL-Interaction dataset) is composed of human activity videos taken from a first-person viewpoint. The dataset particularl... video action recognition interactive motion human link 2014-02-03 562
218 VidPairs The VidPairs dataset contains 133 pairs of images, taken from 1080p HD (~2 megapixel) official movie trailers. Each pair consists of images of the same scene wi... video pair matching patch description flow dense optical link 2015-06-19 617
217 Youtube-Objects dataset The YouTube-Objects dataset is composed of videos collected from YouTube by querying for the names of 10 object classes. It contains between 9 and 24 videos for... video object detection segmentation flow optical link 2014-02-03 855
215 WILD -Weather and Illumination Database The Weather and Illumination Database (WILD) is an extensive database of high quality images of an outdoor urban scene, acquired every hour over all seasons. It... webcam light illumination camera video static change urban time depth estimation weather newyork link 2016-04-19 994
214 The Webcam Clip Art Dataset This is a subset of the dataset introduced in the SIGGRAPH Asia 2009 paper, Webcam Clip Art: Appearance and Illuminant Transfer from Time-lapse Sequences. As... webcam light illumination camera video static change urban nature time link 2014-02-01 612
210 Traffic Video dataset The Traffic Video dataset consists of X video of an overhead camera showing a street crossing with multiple traffic scenarios. The dataset can be downloaded ... urban traffic tracking detection overhead view road video link 2014-02-03 2311
206 GaTech VideoContext The GaTech VideoContext dataset consists of over 100 groundtruth annotated outdoor videos with over 20000 frames for the task of geometric context evaluation i... video geometry context classification semantic segmentation unsupervised supervised outdoor urban nature link 2014-04-06 740
205 GaTech VideoStab The GaTech VideoStab dataset consists of N videos for the task of video stabilization. This code is implemented in Youtube video editor for stabilization. ... video stabilization camera path link 2013-10-09 718
204 UCF Person and Car VideoSeg The UCF Person and Car VideoSeg dataset consists of six videos with groundtruth for video object segmentation. Surfing, jumping, skiing, sliding, big car, sm... video segmentation object motion model camera groundtruth link 2015-04-19 876
203 GaTech VideoSeg The GaTech VideoSeg dataset consists of two (waterski and yunakim?) video sequences for object segmentation. There exists no groundtruth segmentation annotat... video segmentation object motion model camera link 2013-10-09 743
202 GaTech SegTrack The SegTrack dataset consists of six videos (five are used) with ground truth pixelwise segmentation (6th penguin is not usable). The dataset is used for accura... video segmentation object proposal flow optical motion model camera stationary groundtruth link 2013-10-09 695
201 50 Salads The dataset captures 25 people preparing 2 mixed salads each and contains over 4h of annotated accelerometer and RGB-D video data. Annotated activities correspo... action activity recognition classification detection tracking video link 2013-10-05 748
195 Yotta The Yotta dataset consists of 70 images for semantic labeling given in 11 classes. It also contains multiple videos and camera matrices for 14km or driving. ... semantic segmentation urban video camera 3d reconstruction classification link 2013-09-30 757
183 MSR RGB-D 7-Scenes The MSR RGB-D Dataset 7-Scenes dataset is a collection of tracked RGB-D camera frames. The dataset may be used for evaluation of methods for different applicati... depth video kinect tracking location reconstruction link 2013-09-05 778
182 MSR Action The MSR Action datasets is a collection of various 3D datasets for action recognition. See details video action recognition detection reconstruction 3d link 2013-09-05 772
181 All I Have Seen (AIHS) The All I Have Seen (AIHS) dataset is created to study the properties of total visual input in humans, for around two weeks Nebojsa Jojic wore a camera capturin... video summary user study clustering similarity outdoor indoor scene 3d link 2013-09-05 626
180 Airport MotionSeg The Airport MotionSeg dataset contains 12 sequences of videos of an aiprort scenario with small and large moving objects and various speeds. It is challenging b... motion segmentation airport video clustering camera zoom link 2013-09-04 777
178 VSUMM (Video SUMMarization) The VSUMM (Video SUMMarization) dataset is of 50 videos from Open Video. All videos are in MPEG-1 format (30 fps, 352 x 240 pixels), in color and with sound. Th... video summary type user study keyframe static similarity link 2015-11-13 888
174 Pittsburgh Fast-food Image dataset The Pittsburgh Fast-food Image dataset (PFID) consists of 4545 still images, 606 stereo pairs, 3033600 videos for structure from motion, and 27 privacy-preservi... food recognition classification reconstruction video laboratory real link 2016-12-21 1383
173 MuHAVi and MAS human action The Multicamera Human Action Video Data (MuHAVi) Manually Annotated Silhouette Data (MAS) are two datasets consisting of selected action sequences for the eval... human action behavior segmentation video background link 2017-04-04 1241
172 DynTex dataset The DynTex dataset consists of a comprehensive set of Dynamic Textures. Dynamic, or temporal, texture is a spatially repetitive, time-varying visual pattern tha... texture, segmentation, dynamic, synthetic, video repetition link 2013-08-12 668
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 1115
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 1341
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 1015
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 2015-06-19 1068
157 Background Models Challenge (BMC) Background Models Challenge (BMC) is a complete dataset and competition for the comparison of background subtraction algorithms. The main topics concern: -... background modeling change motion detection surveillance video segmentation link 2016-02-24 1202
87 Simpsons 40 years Simpsons Homer 40 years is a dataset showing Homer Simpson over the course of 40 years. It is used for video segmentation and shape matching between frames.... video, segmentation, shape, matching n/a 2016-04-19 675
50 Babenko tracking The Babenko tracking dataset contains 12 video sequences for single object tracking. For each clip they provide (1) a directory with the original image s... tracking single object animal face occlusion video link 2016-08-08 2150
42 Hollywood Videos Hollywood-2 datset contains 12 classes of human actions and 10 classes of scenes distributed over 3669 video clips and approximately 20.1 hours of video in t... action, classification, video, segmentation link 2013-03-12 893
41 KTH Action The current video database containing six types of human actions (walking, jogging, running, boxing, hand waving and hand clapping) performed several times by 2... action, classification, video, segmentation link 2013-03-12 597
40 Weizmann Action The Weizmann actions dataset by Blank, Gorelick, Shechtman, Irani, and Basri consists of ten different types of actions: bending, jumping jack, jumping, jump in... video, segmentation, action, classification link 2015-07-14 639
18 Leeds Cows The Leeds Cows dataset by Derek Magee consists of 14 different video sequences showing a total of 18 cows walking from right to left in front of different backg... detection segmentation cow video background animal link 2013-08-08 741

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