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 558 tags of 558 total tags for 392 datasets (1.42) »

DID Name Description Tags URL Date Views
388 Open Images Dataset Today, we introduce Open Images, a dataset consisting of ~9 million URLs to images that have been annotated with labels spanning over 6000 categories. We tried ... classification large-scale category real image deep annotation automatic link 2017-07-02 57
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 2017-03-15 388
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 2017-01-04 322
354 Facial Expression Research Group Database (FERG-DB), University of Washington, Seattle FERG-DB is a database of stylized characters with annotated facial expressions. The database contains multiple face images of six stylized characters. The chara... Face, Facial expression, Animation, Stylization, annotation emotion, deep learning, anger, sad, joy, disgust, surprise, neutral, fear, cardinal classification, human transfer, image retrieval link 2017-02-27 328
325 Synthesized Inverse Synthetic Aperture Radar (ISAR) Images of Aircrafts The database contains synthesized inverse synthetic aperture radar images of seven aircraft models. Reference: Hari Kishan Kondaveeti, Valli Kumari Va... ISAR, image, classification link 2016-03-17 496
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 2016-03-02 440
316 Extreme Classification Repository The Extreme Classification Repository: Multi-label Datasets & Code Kush Bhatia Himanshu Jain Prateek Jain Manik Varma The objective in extreme multi... machine learning multilabel classification benchmark evaluation link 2016-01-23 518
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... hands articulated segmentation classification detection pose fingertip link 2015-09-07 741
304 Ian Dworkin (McMaster University) This is the database of biological images (from the genetics model system, Drosophila melanogaster, a fruit fly) across multiple levels of variation. we have... biology genetic variation fly animal classification link 2016-02-11 473
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 2017-06-19 1195
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 2015-03-27 512
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 2016-10-02 813
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 2016-08-24 900
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 1196
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 1029
242 Stanford Dogs Dataset The Stanford Dogs dataset contains images of 120 breeds of dogs from around the world. This dataset has been built using images and annotation from ImageNet for... classification, detection, fine-grained categorization, dogs link 2015-07-29 1182
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 2017-01-05 879
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 1385
229 Paris Rue Madame Paris-rue-Madame dataset contains 3D Mobile Laser Scanning (MLS) data from rue Madame, a street in the 6th Parisian district (France). The test zone contains ap... semantic segmentation pointcloud 3d laser classification link 2014-06-10 659
228 MPI VehicleScenes Abstract Scene understanding has (again) become a focus of computer vision research, leveraging advances in detection, context modeling, and tracking. In thi... semantic segmentation scene understanding classification 3d car pedestrian link 2014-06-10 1018
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 2014-05-15 878
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 1174
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 2085
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 2014-04-06 806
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 2013-10-05 810
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 2016-08-09 976
197 Stanford Background Dataset The Stanford Background Dataset is a new dataset introduced in Gould et al. (ICCV 2009) for evaluating methods for geometric and semantic scene understanding. T... semantic segmentation urban classification nature geometry link 2016-01-21 1460
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 2013-09-30 823
191 Daimler Mono Pedestrian Classification Benchmark The Daimler Mono Pedestrian Classification Benchmark dataset consists of two parts: a base data set. The base data set contains a total of 4000 pedestrian- a... pedestrian classification outdoor urban object scale illumination link 2013-09-18 746
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 2015-06-19 659
177 SIPI textures The Textures volume currently contains 154 images, all monochrome, 129 512x512 and 25 1024x1024. For the Brodatz texture images, the number in parenthesis (i... texture, segmentation, classification, benchmark, synthetic, evaluation link 2013-08-20 836
176 Brodatz Album The Brodatz dataset consists of 112 textures in grayscale images of various texture types. texture, segmentation, classification, benchmark, synthetic link 2014-12-23 1020
175 Outex texture bench The Outex dataset is part of a framework for empirical evaluation of texture classification and segmentation algorithms. The framework is being constructed acc... texture, segmentation, classification, benchmark, synthetic link 2015-11-17 656
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 2017-05-27 1507
167 Text and Vision (TVGraz) Dataset The Text and Vision (TVGraz) dataset is an annotated multi-modal dataset which currently contains 10 visual object categories, 4030 images and associated text. ... text appearance classification evaluation link 2017-01-10 981
162 ICG PRID 2011 The Person Re-ID (PRID) 2011 dataset was created in co-operation with the Austrian Institute of Technology for the purpose of testing person re-identification a... pedestrian classification identification multiview trajectory illumination appearance change graz link 2017-06-29 1035
159 Caltech Game Covers Dataset The Caltech Game Covers dataset consists of CD/DVD covers of video games. The set was downloaded from during the summer of 2008. The set includes... classification retrieval game cover caltech hierarchy taxonomy link 2014-02-20 657
156 KUL Belgium Traffic Signs BelgiumTS is a large dataset with 10000+ traffic sign annotations, thousands of physically distinct traffic signs. 4 video sequences recorded with 8 high resolu... traffic sign classification urban road belgium camera calibration link 2017-03-27 1181
155 KUL Belgium Traffic Sign Classification BelgiumTSC dataset is built for traffic sign classification purposes. Is is a subset of BelgiumTS dataset and contains cropped images around annotations for 62 ... traffic sign classification urban road belgium link 2017-03-27 918
154 WordNet WordNet is a large lexical database of English. Nouns, verbs, adjectives and adverbs are grouped into sets of cognitive synonyms (synsets), each expressing a di... language, hierarchy, imagenet, classification link 2013-08-07 611
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 2017-05-27 1059
146 Multiple Instance Learning dataset MIL data sets used in our 2002 NIPS paper for Elepphant, Musk, TREC machine learning, classification link 2013-05-30 724
145 KnapSack KNAPSACK_01 is a dataset directory which contains some examples of data for 01 Knapsack problems. In the 01 Knapsack problem, we are given a knapsack of fixe... machine learning, classification link 2013-05-31 742
144 MNIST hand-written letters The MNIST database of handwritten digits, available from this page, has a training set of 60,000 examples, and a test set of 10,000 examples. It is a subset of ... text, classification, letter link 2017-06-03 1567
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 2014-02-03 832
140 RGB-D Person Re-identification The RGB-D Person Re-identification dataset is for person re-identification using depth information. The main motivation is that the standard techniques (such as... identification, classification, shape, depth, pedestrian, 3d link 2014-10-08 937
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 2014-11-24 720
116 Sheffield Building Sheffield Building Image Dataset consists of over 3,000 low-resolution images of forty different buildings typically between 70 and 120 images per building. T... retrieval, classification, urban, sheffield link 2013-03-12 702
115 Pankrac Marseille Our repetitive pattern dataset with 106 images of app. 30 buildings from Pankrac, Prague and Marseille appearing in more than one image, number of appearances r... classification, retrieval, symmetry, repetition, urban link 2013-03-13 619
114 TUD Shapes 1+2 This material is supplementary to Michael Stark, Bernt Schiele. How Good are Local Features for Classes of Geometric Objects. Eleventh IEEE International C... shape object classification tool binary link 2013-08-08 691
103 COIL-100 The COIL-100 (Columbia University Image Library) consists of 100 objects. For formal documentation look at the corresponding compressed technical report, [gzipp... classification, retrieval link 2013-03-12 675
102 Tiny Images The Tiny Images dataset consists of 79,302,017 images, each being a 32x32 color image. This data is stored in the form of large binary files which can be accese... classification, tiny, color, retrieval link 2013-03-12 676
101 CIFAR-10 / 100 The CIFAR-10 dataset consists of 60000 32x32 colour images in 10 classes, with 6000 images per class. There are 50000 training images and 10000 test images. ... classification, tiny, color, patch, scene, object link 2013-08-08 746
97 KU Leuven Facade The KU Leuven Facade dataset is used for architectural styles classification. M. Mathias, A. Martinovic, J. Weissenberg, S. Haegler, L. Van Gool: Automatic A... classification, architecture, urban link 2014-11-20 746
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 2013-03-12 914
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 2015-04-24 924
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 1251
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 2014-01-13 968
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 2016-06-01 726
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 2013-03-12 884
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 2013-03-11 758
59 Near-Regular Textures The Near-Regular Textures dataset contains textures from completely regular to completely irregular patterns, with a focus on near-regular textures. It also inc... texture, segmentation, classification, symmetry, regular, stochastic link 2013-03-11 683
55 Prague Texture Segmentation The Prague Texture Segmentation Datagenerator and Benchmark is designed to mutually compare and rank different (dynamic/static) texture segmenters (supervised o... texture, segmentation, classification, benchmark, synthetic link 2013-08-08 666
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 2013-03-12 950
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 2013-03-12 649
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 2015-07-14 697
21 ImageNET The ImageNET dataset is the latest dataset by Li Fei-Fei containing various dataset ranging from 1000 to 10000 categories.... retrieval, segmentation, classification link 2013-03-11 823
20 CALTECH 256 The CALTECH 256 dataset by Li Fei-Fei contains 30607 images for 256 categories.... classification centered object scene image link 2013-08-08 735
19 CALTECH 101 The CALTECH 101 dataset by Li Fei-Fei contains images for 101 categories with about 40 to 800 images per category. Most categories have about 50 images at rough... classification centered object scene image link 2013-08-08 769

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