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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DID | Name | Description | Tags | URL | Date | Views |
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519 | SMALR | Animals are widespread in nature and the analysis of their shape and motion is important in many fields and industries. Modeling 3D animal shape, however, is di... | shape 3d mesh model quadruped animal pose bear lion cheetah cougar horse pig rhino tiger texture | link | 2020-09-21 | 1196 |
518 | CSAIL Shape Deformation Animals | The dataset about Shape Deformation of Animals consists of deformed meshes for horse, camel, lion,elephant, flamingo, face models. Every mesh is triangulated... | shape 3d mesh model quadruped animal deformation transfer horse camel lion elephant flamingo face | link | 2020-09-21 | 1084 |
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 | 2024-08-13 | 2982 |
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 | 2208 |
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 | 2882 |
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 | 2185 |
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 | 2290 |
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 | 3012 |
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 | 2550 |
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 | 2020-06-06 | 2675 |
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 | 2667 |
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 | 2564 |
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 | 2022-01-05 | 1946 |
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 | 2217 |
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 | 2345 |
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 | 2023-04-28 | 2301 |
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 | 2023-10-22 | 3177 |
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 | 2928 |
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 | 2816 |
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 | 3281 |
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 | 2211 |
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 | 3200 |
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 | 3293 |
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 | 2019-08-26 | 3666 |
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 | 2019-08-03 | 4016 |
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 | 3322 |
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 | 3602 |
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 | 5050 |