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, 2011-2018.
Texts and Images are subject of copyright by the respective authors.
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DID | Name | Description | Tags | URL | Date | Views |
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302 | CMP map2photo | The CMP map2photo dataset consists of 6 pairs, where one image is satellite photo and second image is a map of the same area. The task is to match these images... | feature detection description matching map remote sensing wide baseline | link | 2015-08-13 | 975 |
301 | CMP Extreme Zoom Dataset | The Extreme Zoom Dataset. EZD is a 6 image sets with incleasing zoom factor from general scene view to focusing on single detail. MODS: Fast and Robust Metho... | feature detection description matching viewpoint zoom | link | 2015-07-15 | 831 |
300 | CMP WxBS dataset | The Wide (multiple) Baseline Dataset. 31 image pairs, simultaneously combining several nuisance factors: geometry, illumination, IR-visible, etc. WxBS: Wide ... | feature detection description matching viewpoint IR day night | link | 2015-07-15 | 1535 |
224 | CMP Extreme View Dataset | 15 wide baseline stereo image pairs with large viewpoint change, provided ground truth homographies. Image size (~1000x700 pixels, RGB) D. Mishkin and M. ... | feature detection description matching viewpoint | link | 2015-07-15 | 1212 |
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 | 1243 |
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 | 1006 |
53 | DTU Robot | The DTU Robot dataset consists of color images of 60 scenes acquired in a controlled setup from 119 different positions and under different lighting. For each s... | feature, detection, description, matching, sfm, reconstruction, illumination | link | 2016-05-15 | 1246 |
52 | Graffiti | The Graffiti dataset by Krystian Mikolajczyk and Cordelia Schmid contains 48 images split into 8 sequences with 6 images each showing different structured and t... | feature, detection, description, rectification, benchmark | link | 2017-02-23 | 1142 |
49 | PhotoTourism Pair Patch | The data is taken from Photo Tourism reconstructions from Trevi Fountain (Rome), Notre Dame (Paris) and Half Dome (Yosemite). Each dataset consists of a series ... | feature matching description pair sfm patch learning | link | 2018-01-10 | 1231 |
48 | CALTECH 101 Category Patch Pairs | The CALTECH 101 Category Patch Pairs dataset measures invariance to intra-category variation. The dataset contains a training set and testing set of image patc... | feature, matching, description, pair, binary | link | 2017-02-14 | 3345 |