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 676 tags of 676 total tags for 473 datasets (1.43) »


video
DID Name Description Tags URL Date Views
472 human3.6m human3.6m dataset is one of the largest datasets for 3D human pose estimation. It consists of 3.6 million images featuring 11 actors performing 15 daily activ... human pose estimation camera video 3d laser scan action actor body part mocap link 2018-10-09 26
454 SBM-RGBD Dataset The SBM-RGBD dataset [provides] all facilities (data, ground truths, and evaluation scripts) in order to evaluate and compare scene background modelling metho... background modeling rgbd kinect video color depth benchmark indoor surveillance link 2018-04-18 184
448 EPIC-KITCHENS EPIC-KITCHENS, is the largest egocentric video benchmark recorded by 32 participants in their native kitchen environments. Our videos depict non-scripted daily ... action egocentric video benchmark kitchen cooking food activity daily worldwide link 2018-04-11 120
446 DAVIS: Densely Annotated VIdeo Segmentation 2016 Dataset released with the CVPR 2016 paper. The videos contain several types of objects and humans with a high quality segmentation annotation. In each video seq... object tracking segmentation video benchmark code hd quality resolution link 2018-04-05 149
442 YouTube Co-localization Dataset (ECCV + IEEE Trans. CSVT papers) [GEU and NTU] The dataset consists of bounding box annotations for 15k frames of videos collected from YouTube Objects Dataset. If you find this dataset useful, kindly ci... Co-localization Co-segmentation Co-saliency Video CATS Tracklet Benchmark Binary Object Retrieval Segmentation Semantic Similarity Tracking Matching Localization link 2018-03-21 222
439 Cornell Activity Datasets: CAD 60 & CAD 120 The CAD-60 and CAD-120 data sets comprise of RGB-D video sequences of humans performing activities which are recording using the Microsoft Kinect sensor. CAD... activity action affordance rgbd video daily human kinect link 2018-03-15 125
433 20bn-Something-Something The 20BN-SOMETHING-SOMETHING dataset is a large collection of densely-labeled video clips that show humans performing pre-defined basic actions with everyday ob... action recognition human video daily link 2018-03-15 165
432 Collaborative 3D reconstruction with smartphones collaborative 3d reconstruction with smartphones dataset: Six off-the-shelf Android smartphones captured video streams (Table 1, see below) of three cultural h... collaborative 3d reconstruction smartphone image cloud video link 2018-03-15 126
426 UCL Motion Model Selection Dataset The UCL Motion Model Selection Dataset contains videos in avi format, compressed with HuffYUV. They are separated into folders according to manual inspection-ba... motion model real-world youtube video link 2018-01-10 193
420 ATLAS Dione Robot-Assisted Surgery Video Understanding Dataset by Roswell Park Cancer Institute / Th ATLAS Dione dataset provides video data (86 full subject study videos (~910 action clips)) of ten surgeons from Roswell Park Cancer Institute (RPCI) (Buffalo, N... robotic surgery tool detection object detection action recognition expertise VOC video gesture link 2018-03-22 241
410 Charades Activity Dataset 10,000 30sec videos from 267 volunteers, each annotated with multiple activities, captions, objects, and temporal localizations. From "Hollywood in Homes: Cr... video activity recognition action object caption localization detection human daily link 2018-03-22 351
398 Osnabrück - Gaze Tracking Data Set Gaze data on video stimuli for computer vision and visual analytics. Converted 318 video sequences from several different gaze tracking data sets with polygo... segmentation, gaze data, polygon annotation, video, metadata link 2018-02-13 338
392 M2CAI 2016 Challenge These datasets were generated for the M2CAI challenges, a satellite event of MICCAI 2016 in Athens. Two datasets are available for two different challenges: m2c... medicine video recognition surgery workflow challenge link 2017-07-11 355
391 xawAR16 The xawAR16 dataset is a multi-RGBD camera dataset, generated inside an operating room (IHU Strasbourg), which was designed to evaluate tracking/relocalization ... medicine video recognition surgery table operation depth link 2017-07-11 270
390 Cholec80 The Cholec80 dataset contains 80 videos of cholecystectomy surgeries performed by 13 surgeons. The videos are captured at 25 fps. The dataset is labeled with th... medicine video recognition surgery phase tool link 2017-07-11 334
387 Edinburgh Ceilidh Overhead Video Data This web page contains video data and ground truth for 16 dances with two different dance patterns. The style of dancing is inspired by Scottish Ceilidh dancing... video dance chemistry pattern background motion analysis action link 2017-07-02 305
386 Utrecht University, ShakeFive2 ShakeFive2 A collection of 8 dyadic human interactions with accompanying skeleton metadata. The metadata is frame based xml data containing the skeleton join... human interaction Kinect video link 2017-06-26 274
385 WildLife Documentary (WLD) Dataset The dataset contains 15 documentary films that are downloaded from YouTube, whose durations vary from 9 minutes to as long as 50 minutes, and the total number o... Video object detection link 2017-06-23 351
378 TVPR (Top View Person Re-identification) The TVPR dataset includes 23 registration sessions. Each of the 23 folders contains the video of one registration session. Acquisitions have been performed duri... person re-identification identification recognition people gender clothing video depth top-view indoor link 2018-01-25 494
377 Lane Level Localization on a 3D Map The Lane Level Localization dataset was collected on a highway in San Francisco with the following properties: * Reasonable traffic * Multiple lane highway ... 3d map localization autonomous car driving gps benchmark video road link 2017-05-10 483
373 DAVIS: Densely Annotated VIdeo Segmentation 2017 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 2018-04-05 419
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, video, video shots, video frames link 2018-07-03 3349
368 Nude Detection Dataset — Videos (NPDI/DCC/UFMG) The database of nude and non-nude videos contains a collection of 179 video segments collected from the following movies: Alpha Dog, Basic Instinct, Before The ... nude detection, video, movie link 2018-07-02 668
367 NUS Multi-Sensor Presentation (NUSMSP) Dataset This dataset consist 51 oral presentation recorded with 2 ambient visual sensor (web-cam), 3 First Person View (FPV) cameras (1 on presenter and 2 on randomly c... multi-sensor presentation analysis video kinect quality link 2017-09-12 472
366 Multi-Camera Action Dataset An indoor action recognition dataset which consists of 18 classes performed by 20 individuals. Each action is individually performed for 8 times (4 daytime and ... indoor video Multi-Camera Action Recognition Cross-View Recognition Open-View Recognition link 2017-09-12 472
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 (makeagif.com, gifsoup.... highlight video summarization gif summary scene understanding link 2017-09-12 463
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 2017-03-15 917
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 2017-01-04 909
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 2017-01-01 597
344 YACCLAB dataset The YACCLAB dataset includes both synthetic and real binary images and is suitable for a wide range of applications, ranging from document processing to survail... Labeling Binary Text Medical Fingerprint Video Surveillance Natural Random Noise link 2017-11-28 649
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 city semantic segmentation detection car person pedestrian weakly link 2018-03-22 1444
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 2016-03-02 797
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... street urban inertial video image traffic city api link 2017-11-28 1144
307 HandNet annotated hand dataset The HandNet dataset contains depth images of 10 participants hands non-rigidly deforming infront of a RealSense RGB-D camera. This dataset includes 214971 a... hand articulation segmentation classification detection pose fingertip rgbd video link 2017-09-12 1441
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 1016
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 1270
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 1008
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 2018-11-12 1447
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 1550
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 2475
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 2018-10-07 1444
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 2015-05-02 801
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 1181
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 2015-05-02 910
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 1056
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 2063
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 2014-12-10 978
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 1569
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 2017-07-05 1944
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 2018-04-23 1384
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 egocentric pose 3d tracking link 2017-09-12 1366
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 2018-09-05 2372
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 1099
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 2018-04-23 1319
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 1923
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 1189
226 Fish4Knowledge The Fish4Knowledge project (groups.inf.ed.ac.uk/f4k/) 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 1266
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 2014-02-03 874
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 2015-06-19 958
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 1298
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 2372
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 1007
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 3559
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 1182
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 1175
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 1286
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 1301
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 1136
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 1115
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 1132
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 1139
182 MSR Action The MSR Action datasets is a collection of various 3D datasets for action recognition. See details http://research.microsoft.com/en-us/um/people/zliu/action... video action recognition detection reconstruction 3d link 2013-09-05 1227
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 2018-09-19 1022
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 1229
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 1343
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 2018-05-30 2222
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 2017-07-25 2409
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 1028
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 1751
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 2231
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 1508
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 1639
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 1957
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 2017-07-11 1037
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 2802
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 1365
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 2013-03-12 937
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 1024
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 1158


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