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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«showing 697 tags of 697 total tags for 514 datasets (1.36) »
|476||The Webcam Clip Art Dataset||This is a subset of the dataset introduced in the SIGGRAPH Asia 2009 paper, Webcam Clip Art: Appearance and Illuminant Transfer from Time-lapse Sequences. As...||webcam year illumination appearance time-lapse city urban weather||link||2018-11-20||395|
|435||Shadow Detection/Texture Segmentation||The Shadow Detection/Texture Segmentation Computer Vision Dataset is focused around texture analysis, so each image sequence contains shadows moving in front o...||shadow segmentation texture detection artificial 3d virtual noise illumination||link||2018-11-20||626|
|403||Multispectral Imaging (MSI)||Multispectral Imaging (MSI) datasets were acquired using IRIS II which is a lightweight portable system comprising of a high resolution camera, a novel filter w...||multi-spectral illumination wavelength groundtruth registration matching alignment||link||2017-12-01||859|
|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||2020-03-03||1533|
|306||Shadow Removal Dataset and Online Benchmark for Variable Scene Categories (University of Bath, Bath)||To encourage the open comparison of single image shadow removal in community, we provide an online benchmark site and a dataset. Our quantitatively verified hig...||shadow removal benchmark illumination singleview||link||2017-12-02||1747|
|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||2018-03-10||1034|
|268||HUJI Multi-illuminant Image Sequences dataset||The Multi-illuminant Image Sequences dataset contains 16 video sequences (13 with single light source and 3 with two global light sources), recorded with a HD ...||illumination nature physics dichromatic light chromaticity color constancy white balance object||link||2015-02-20||1098|
|262||PHOS (Evaluating illumination invariance)||Phos is a color image database of 15 scenes captured under different illumination conditions. Every scene of the database contains 15 different images: 9 images...||illumination invariance, real lighting condition, uneven illumination, shadow, feature detection||link||2018-03-22||1243|
|215||WILD -Weather and Illumination Database||The Weather and Illumination Database (WILD) is an extensive database of high quality images of an outdoor urban scene, acquired every hour over all seasons. It...||webcam light illumination camera video static change urban time depth estimation weather newyork||link||2016-04-19||2883|
|214||The Webcam Clip Art Dataset||This is a subset of the dataset introduced in the SIGGRAPH Asia 2009 paper, Webcam Clip Art: Appearance and Illuminant Transfer from Time-lapse Sequences. As...||webcam light illumination camera video static change urban nature time||link||2020-03-08||1332|
|209||Symmetry Set||The Symmetry set dataset is a collection of images at different illuminations for the purpose of image matching using local symmetry features. Image Matching...||symmetry matching feature image illumination lighting urban building||link||2017-05-03||1444|
|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||1554|
|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||1418|
|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||1409|
|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||2017-12-02||2492|
|163||TUGRAZ ICG Longterm Pedestrian Dataset||The Longterm Pedestrian dataset consists of images from a stationary camera running 24 hours for 7 days at about 1 fps. It used for adaptive detection and back...||pedestrian change detection background illumination robust indoor coffee graz multitarget||link||2020-05-04||1709|
|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||2192|
|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||1543|
|29||The Yale Face||The Yale Face dataset from A. Georghiades contains 5760 single light source images of ten subjects, each shown in 9 poses and 64 illumination setups (leading to...||face, pedestrian, detection, pose, illumination||link||2015-06-23||1542|