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.
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«showing 653 tags of 653 total tags for 460 datasets (1.42) »
|350||The 2D Shape Structure Dataset||The 2D Shape Structure database is a public, user-generated dataset of 2D shape decompositions into a hierarchy of shape parts with geometric relationships reta...||2d shape decomposition, 2d shape hierarchy, 2d shape structure, Medial axis||link||2017-11-21||709|
|342||ICS-FORTH + Modelling of 2D Shapes with Ellipses||The dataset contains more than 4,536 2D shapes included in standard as well as in home-build datasets. Our goal is to represent a given 2D shape with an au...||shape ellipse fitting modeling 2d object classification||link||2018-03-22||522|
|292||Mobile Phone and Webcam Hand Images for Personal Authentication and Identification||This work attempts to provide two Hand Images Databases for hand biometrics: one is created using a mobile phone camera of modest quality, which we called mob...||mobile webcam hand authentication Identification person biometric shape segmentation||link||2015-11-09||920|
|277||Detail 2D Projection DataSet||Detail 2D Projection DataSet is a database of 2d projections of mechanical details with holes. The dataset consists of 13 shape categories where each category i...||shape, holes, detail, binary, matching, retrieval||link||2015-05-10||727|
|267||3DVis||The 3DVis dataset includes a set of 12 heterogeneous scenes for testing 3D scene registration and analysis methods. Models include homogeneous shapes, repetitiv...||3d reconstruction matching registration shape symmetry||link||2015-01-26||800|
|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||1135|
|223||SHOT 3D shape description||The 3D shape description dataset consists of multiple sub-datasets Descriptor Matching - Dataset 1 & 2 (Stanford) These datasets, created from some of the m...||3d shape description benchmark reconstruction registration matching||link||2015-06-21||1156|
|199||THUR15000||We introduce a labeled dataset of categorized images for evaluating sketch based image retrieval. Using Flickr, we downloaded about 3000 images for each of the ...||group saliency object detection visual attention sketch shape retrieval internet||link||2013-10-08||1164|
|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||1226|
|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||907|
|110||EITZ Sketch Quality||Humans have used sketching to depict our visual world since prehistoric times. Even today, sketching is possibly the only rendering technique readily available ...||shape, matching, retrieval, partial, sketch||link||2014-02-11||873|
|109||EITZ Sketch-Based Image Retrieval||We introduce a benchmark for evaluating the performance of large scale sketch-based image retrieval systems. The necessary data is acquired in a controlled user...||shape, matching, retrieval, partial, sketch||link||2014-02-11||882|
|108||ICG Sketch Retrieval||The ICG Sketch Retrieval dataset consists of XXX hand-drawn sketches for five categories. It is used for content-based image retrieval using shape features for ...||shape, matching, retrieval, partial, sketch||n/a||2014-02-11||973|
|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||995|
|85||Leaves||The Leaves dataset from X contains X images of leaves. Leaves dataset taken by Markus Weber. California Institute of Technology PhD student under Pietro Per...||shape, binary, matching, retrieval, partial||n/a||2015-12-25||1071|
|75||ETHZ Shape||The ETHZ Shape classes dataset from Vittorio Ferrari [?] consists of five object classes and a total of 255 images. All classes contain significant intra-class ...||shape, detection, matching, segmentation, clutter, applelogo, bottle, giraffe, nature, swan, mug||link||2014-02-11||1039|
|58||INRIA Horses||The INRIA Horses dataset from Frederic Jurie and Vittorio Ferrari consists of 170 images with one or more horses in side-view at several scales and cluttered ba...||detection, shape, segmentation, clutter, nature, horse||link||2013-03-11||960|
|57||Weizmann Horses||The multi-scale Weizmann horses (originally from Eran Borenstein, adapted by Jamie Shotton) consists of 656 images which is split into 50+50training, 50+50 vali...||detection, shape, segmentation, clutter, nature, horse||link||2013-03-11||1380|
|56||ETHZ Extended Shape||The ETHZ Extended Shape classes dataset from Konrad Schindler is larger dataset of shape categories, created by merging ETHZ shape classes with Konrad Schindler...||detection, shape, segmentation, clutter||link||2013-03-11||887|
|8||Tools2D||The Tools 2D dataset from Bronstein, Bronstein, Bruckstein, and Kimmel [?] for partial similarity experiments and consists of 15 shapes: 5 humans, 5 horses and ...||shape, binary, matching, retrieval, partial||link||2014-02-11||1263|
|7||Mythological Creatures||The Mythological Creatures consists of articulated shapes (silhouettes) for partial similarity experiments and contains 15 shapes: 5 humans, 5 horses and 5 cent...||shape, binary, matching, retrieval, partial, animal||link||2015-06-23||1378|
|6||SIID||The SIID silhouette dataset contains... and is from the Shape Indexing of Image Database (SIID). Download SIID silhouette dataset http://www.lems.brown.edu/...||shape, binary, matching, retrieval||link||2017-03-02||1457|
|5||KIMA216||The Kimia 216 has 18 classes each consisting of 12 images. It contains shapes silhouettes for birds, bones, brick, camels, car, children, classic cards, elephan...||shape, binary, matching, retrieval, kimia, animal||link||2017-09-27||1707|
|4||KIMA99||The Kimia 99 has 9 classes each consisting of each 11 images. They are part of the Shape Indexing of Image Database (SIID) project, which also contains the SIID...||shape, binary, matching, retrieval, kimia||link||2015-07-29||1407|
|3||KIMIA25||The Kimia 25 consists of 6 classes and 25 images. They are part of the Shape Indexing of Image Database (SIID) project, which also contains the SIID silhouette ...||shape binary matching retrieval kimia||link||2015-08-26||1127|
|2||MPEG-7 Core Experiment CE-Shape-1||MPEG-7 Core Experiment CE-Shape-1 [?] is a popular database for shape matching evaluation consisting of 70 shape categories, where each category is represented ...||shape, binary, matching, retrieval, bullseye||link||2017-03-02||2144|