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 524 tags of 524 total tags for 372 datasets (1.41) »

DID Name Description Tags URL Date Views
364 ETH CVL IMDB WIKI Faces Since the publicly available face image datasets are often of small to medium size, rarely exceeding tens of thousands of images, and often without age informat... face imdb wikipedia detection recognition age biometry link 2017-02-22 141
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 2017-03-15 259
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 2017-01-04 211
341 CVL OCR DB CVL OCR DB is a public annotated image dataset of 120 binary annotated (text/non-text) images of text in natural scenes. Images include signboards, shop names, ... OCR, sign recognition link 2016-10-13 121
340 Ljubljana CVL Face Database Database contains 798 images of 114 persons, with 7 images per person and is freely available for research purposes. All images were taken in supervised conditi... face pedestrian person recognition biometry human illumination lighting link 2017-02-22 180
339 Annotated Web Ears Dataset (AWE Dataset) Dataset contains 1000 images of 100 persons, with 10 images per person and is freely available. All images were acquired by cropping ears from images from the i... ear biometry person pedestrian recognition human lighting link 2017-02-16 153
337 WIDER Attribute Dataset WIDER ATTRIBUTE dataset is a human attribute recognition benchmark dataset, of which images are selected from the publicly available WIDER dataset. There are a ... Attribute recognition, Human attribute link 2016-09-22 257
334 LabelMeFacade The LabelMeFacade dataset contains buildings, windows, sky and a limited number of unlabeled regions (maximally 20% covering of the image). This procedure res... segmentation semantic facade urban rectified recognition link 2016-08-23 307
324 Historical Car Database The database contains historical car images from 1920s to 1990s crawled from There are 10130 training and 3343 test images. Annotations incl... Car, Recognition, Time link 2016-03-17 468
291 MIT Places205 Places205 dataase contains 2.5 million images from 205 scene categories for the academic public. The image dataset contains 2,448,873 images from 205 scene c... place recognition urban scene feature learning link 2016-02-24 608
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 2015-07-14 894
283 ISPRS WG III/4 ISPRS Test Project on Urban Classification, 3D Building Reconstruction and Semantic Labeling. In this part of our working group site you will get further inform... aerial multiview 3d photogrammetry germany canada semantic segmentation urban city recognition benchmark link 2015-06-16 451
280 Yahoo Flickr Creative Commons 100M Yahoo Flickr Creative Commons 100M (YFCC100M) dataset contains a list of photos and videos. This list is compiled from data available on Yahoo! Flickr. All the ... flickr landmark image recognition detection reconstruction 3d clustering social community internet link 2015-09-24 663
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 2015-05-27 768
278 Comprehensive Cars (CompCars) The Comprehensive Cars (CompCars) dataset contains data from two scenarios, including images from web-nature and surveillance-nature. The web-nature data contai... car vehicle recognition attribute classification fine-grained urban object link 2015-11-18 1038
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 2015-05-02 418
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 2017-03-14 742
274 UBO 2014 Materials The UBO 2014 consists of 7 semantic categories. Each of these 7 material categories contains measurements of 12 different material instances for being capable t... material light illumination texture classification recognition link 2015-03-27 426
272 Stanford 40 Actions The Stanford 40 Actions dataset contains images of humans performing 40 actions. In each image, we provide a bounding box of the person who is performing the ac... human action recognition detection boundingbox link 2015-06-19 674
271 Labeling in 3D Scenes This dataset package contains the software and data used for Detection-based Object Labeling on the RGB-D Scenes Dataset as implemented in the paper: Detecti... 3d kinect reconstruction indoor depth object recognition link 2015-03-16 574
270 B3DO: Berkeley 3D Object Dataset For the first few decades of the fields existence, computer vision has been focused on algorithmic, logical approaches to perception. But it was only with the a... 3d kinect reconstruction indoor depth object recognition link 2015-03-16 495
266 Paris Art Deco Facades The Paris Art Deco Facades dataset consists of 79 / 80 images of rectified facades of the architectural style Art Deco, which has different sizes of windows, de... paris semantic segmentation recognition architecture facade urban city procedural grammar link 2015-01-20 505
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 2015-05-02 541
258 Visual Attributes dataset The Visual Attributes dataset contains visual attribute annotations for over 500 object classes (animate and inanimate) which are all represented in ImageNet. E... classification recognition attribute imagenet object link 2016-10-02 689
257 FaceScrub The FaceScrub dataset comprises a total of 107818 unconstrained face images of 530 celebrities crawled from the Internet, with about 200 images per person. M... face detection recognition celebrity people human link 2014-11-24 683
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 2015-05-02 924
253 Street View House Number (SVHN) SVHN is a real-world image dataset for developing machine learning and object recognition algorithms with minimal requirement on data preprocessing and formatti... streetview number recognition classification urban streetside detection text real world link 2016-08-24 818
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 1136
251 ETHZ CVL RueMonge 2014 This ETHZ CVL RueMonge 2014 dataset used for 3D reconstruction and semantic mesh labelling for urban scene understanding. It was first published in [1] and p... semantic segmentation 3d reconstruction architecture paris benchmark source code urban recognition classification outdoor pointcloud mesh link 2014-11-24 1065
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 2014-09-30 940
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 2014-09-30 996
240 Microsoft COCO The Microsoft COCO (mscoco) is an image recognition and segmentation dataset which contains more 300k images for more than 70 categories. Other features: Mo... object context segmentation detection recognition benchmark semantic link 2015-05-02 1184
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 2017-01-05 775
233 PASCAL Context We would like to announce the release of PASCAL-Context dataset. We augmented PASCAL VOC 2010 dataset with annotations for 400+ additional categories. In the cu... semantic segmentation pascal benchmark category recognition dense shape link 2014-07-17 713
230 FGVC-Aircraft Fine-Grained Visual Classification of Aircraft (FGVC-Aircraft) is a benchmark dataset for the fine grained visual categorization of aircraft. Data, annotatio... fine-grained classification recognition benchmark evaluation aircraft airplane link 2017-02-16 1217
227 Omnidirectional and panoramic image dataset We share our omnidirectional and panoramic image dataset (with annotations) to be used for human and car detection. Please reach through: panorama detection car omnidirection human recognition link 2017-01-13 1004
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 2014-05-15 789
220 3D Mask Attack Dataset The 3D Mask Attack Database (3DMAD) is a biometric (face) spoofing database. It currently contains 76500 frames of 17 persons, recorded using Kinect for both re... 3d biometry face recognition segmentation frontview emotion link 2016-03-14 768
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 2014-02-03 546
213 ChairGest Gestures ChairGest is an open challenge / benchmark. The task consists in spotting and recognizing gestures from multiple synchronized sensors: 1 Kinect and 4 Xsens Ine... benchmark recognition kinect gesture detection human link 2014-06-06 531
211 POSTECH Labeled Faces in the Wild POS Labeled Faces in the Wild, a collection of face which is proposed for studying face identification in unconstrained environment, its purpose is serving as a... face identification wild recognition registration link 2015-09-10 899
207 CASIA Gait Recognition Dataset Dataset A (former NLPR Gait Database) was created on Dec. 10, 2001, including 20 persons. Each person has 12 image sequences, 4 sequences for each of the three ... gait recognition biometry action classification motion human foot pressure link 2017-03-10 1953
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 2013-10-05 724
200 Landmark 3D This dataset provides a collection of web images and 3D models for research on landmark recognition (especially for methods based on 3D models). We hope it coul... landmark recognition classification retrieval 3d reconstruction codebook matching feature flickr link 2016-08-09 895
192 Our Database of Faces The Our Database of Faces (ORL) dataset contains ten different images of each of 40 distinct subjects. For some subjects, the images were taken at different tim... face recognition illumination human expression link 2013-09-23 742
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 1069
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 2013-09-05 732
179 CMP Facades The CMP Facade dataset consists of facade images assembled at the Center for Machine Perception, which includes 600 rectified images of facades from various sou... facade rectification urban semantic classification recognition structure similarity segmentation link 2015-06-19 576
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 1331
171 CHALEARN Multi-modal Gesture Challenge The CHALEARN Multi-modal Gesture Challenge is a dataset +700 sequences for gesture recognition using images, kinect depth, segmentation and skeleton data. ht... gesture, kinect, recognition, human, action, illumination, depth, segmentation, skeleton link 2013-08-09 657
170 Sheffield Kinect Gesture (SKIG) dataset The Sheffield Kinect Gesture (SKIG) dataset contains 2160 hand gesture sequences (1080 RGB sequences and 1080 depth sequences) collected from 6 subjects. ... gesture, kinect, recognition, human, action, illumination, depth link 2013-08-09 742
153 MSRC Kinect Gesture Dataset The Microsoft Research Cambridge-12 Kinect gesture dataset consists of sequences of human movements, represented as body-part locations, and the associated gest... gesture, kinect, recognition, human, action link 2013-08-08 794
147 FlickrLogos-32 The FlickrLogos-32 dataset contains photos showing brand logos and is meant for the evaluation of multi-class logo recognition as well as logo retrieval methods... flickr, logo, detection, retrieval, image, object recognition, machine learning, classification brand boundingbox link 2017-01-11 939
142 German Traffic Sign Recognition Benchmark The German Traffic Sign Recognition Benchmark is a dataset for multi-class detection problem in natural images and do cordially invite you to participate. The b... detection, traffic, urban, recognition link 2016-08-15 1213
141 Berkeley Multimodal Human Action Database (MHAD) The Berkeley Multimodal Human Action Database (MHAD) contains 11 actions performed by 7 male and 5 female subjects in the range 23-30 years of age except for on... action classification multiview motion recognition link 2014-02-03 741
136 3D Object in Clutter Recognition and Segmentation The dataset is composed of 150 synthetic scenes, captured with a (perspective) virtual camera, and each scene contains 3 to 5 objects. The model set is composed... recognition, segmentation, mesh, synthetic link 2013-08-08 751
126 ISPRS Urban Classification ISPRS Test Project on Urban Classification and 3D Building Reconstruction The ISPRS working group III/4 announces the release of the 2D semantic labeling ben... 3d, reconstruction, building, urban, city, semantic, classification, recognition link 2014-11-24 628
96 USPS Handwritten Digits Name: Classes Train. Ex. Test. Ex. Features USPS 10 7291 2007 256 8-bit grayscale images of "0" through "9"; handwritten digits; ... text, recognition, classification, handwritten link 2013-03-12 772
95 Stroke Width Transform Text Stroke Width Transform Text dataset is by Boris Epstein and consists of 307 images and XXX text instances. Detecting Text in Natural Scenes with Stroke Wid... text, detection, recognition, classification link 2015-04-24 827
94 Chars74K The Chars74K dataset consists of 64 classes (0-9, A-Z, a-z), 7705 characters obtained from natural images, 3410 hand drawn characters using a tablet PC, 62992 s... text, detection, recognition, classification link 2016-04-22 1095
93 Street View Text The Street View Text (SVT) dataset contains 647 words and 3796 letters in 249 images harvested from Google Street View. The dataset is more challenging becaus... text, detection, recognition, classification, outdoor, urban link 2014-01-13 837
92 ICDAR 2011 This challenge is set up around three tasks: Text Localisation, Text Segmentation and Word Recognition. Participation in any or all tasks is welcome. Check the ... text, detection, recognition, classification link 2016-06-01 634
91 ICDAR 2003 The ICDAR 2003 datasets available for download on this site: Robust Reading , Robust Word Recognition , Robust OCR , Text Locating and Cursive Script . Pleas... text, detection, recognition, classification link 2013-03-12 743
24 UIUC Cars This UIUC Cars dataset by Shivani Agarwal, Aatif Awan and Dan Roth contains images of side views of cars for use in evaluating object detection algorithms. The ... car, sideview, detection, scale, recognition, urban, scale link 2013-10-08 865

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