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 524 tags of 524 total tags for 372 datasets (1.41) »


semantic
DID Name Description Tags URL Date Views
353 COCO-Stuff COCO-Stuff augments the COCO dataset with pixel-level stuff annotations for 10,000 images. These annotations can be used for scene understanding tasks like sema... semantic segmentation stuff things COCO captioning annotation groundtruth benchmark link 2017-02-16 210
334 LabelMeFacade The LabelMeFacade dataset contains buildings, windows, sky and a limited number of unlabeled regions (maximally 20% covering of the image). This procedure res... segmentation semantic facade urban rectified recognition link 2016-08-23 302
330 Cityscapes We present a new large-scale dataset that contains a diverse set of stereo video sequences recorded in street scenes from 50 different cities, with high quality... stereo video urban cities semantic segmentation detection car person pedestrian weakly link 2016-07-19 729
315 Geosemantic The Geosemantic is a dataset of object locations from GIS and a query image with metadata. It is used to project the buildings and streets that are in the field... semantic segmentation gps geography supervised gis link 2016-01-07 332
283 ISPRS WG III/4 ISPRS Test Project on Urban Classification, 3D Building Reconstruction and Semantic Labeling. In this part of our working group site you will get further inform... aerial multiview 3d photogrammetry germany canada semantic segmentation urban city recognition benchmark link 2015-06-16 448
269 Daimler Urban Segmentation Dataset The Daimler Urban Segmentation Dataset consists of video sequences recorded in urban traffic. The dataset consists of 5000 rectified stereo image pairs with a r... semantic segmentation outdoor urban stereo motion link 2015-06-26 838
266 Paris Art Deco Facades The Paris Art Deco Facades dataset consists of 79 / 80 images of rectified facades of the architectural style Art Deco, which has different sizes of windows, de... paris semantic segmentation recognition architecture facade urban city procedural grammar link 2015-01-20 500
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 1057
249 Image Sequence Analysis Test Site (EISATS) The .enpeda.. Image Sequence Analysis Test Site (EISATS) offers sets of long bi- or trinocular image sequences recorded in the context of vision-based driver as... stereo vision optical flow motion analysis semantic segmentation link 2014-09-30 844
247 PASCAL VOC Parts The PASCAL VOC is augmented with segmentation annotation for semantic parts of objects. For example, for the person category, we provide segmentation mask for 2... detection recognition pascal object part pedestrian human segmentation semantic link 2014-09-30 993
240 Microsoft COCO The Microsoft COCO (mscoco) is an image recognition and segmentation dataset which contains more 300k images for more than 70 categories. Other features: Mo... object context segmentation detection recognition benchmark semantic link 2015-05-02 1179
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 2014-07-17 709
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 2014-06-10 584
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 2014-06-10 912
212 Polo Instance Segmentation The Polo instance segmentation dataset is a semantic segmentation task for Hough transform based segmentation masks. It consists of supervised segmentation for ... semantic segmentation horse human outdoor mask scene understanding n/a 2016-01-21 651
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 2014-04-06 712
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 1258
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 2013-09-30 721
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 2015-06-19 572
149 NYU Depth v2 The NYU-Depth V2 data set is comprised of video sequences from a variety of indoor scenes as recorded by both the RGB and Depth cameras from the Microsoft Kinec... semantic segmentation depth kinect label reconstruction link 2013-07-25 1141
148 NYU Depth v1 The NYU-Depth data set is comprised of video sequences from a variety of indoor scenes as recorded by both the RGB and Depth cameras from the Microsoft Kinect. ... semantic segmentation depth kinect label reconstruction link 2014-10-05 745
134 Image Memorability Image memorability dataset contains target and filler images, precomputed features and annotations, and memorability. It gives features and annotations for t... aesthetics, semantic, quality, memorability link 2013-04-17 638
132 Aesthetic Visual Analysis Aesthetic Visual Analysis (AVA) dataset studies the organization of content by aesthetic preference. It contains over 250,000 images along with a rich variety o... aesthetics, semantic, quality, memorability link 2017-01-10 924
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 2014-11-24 624
123 CMU/VMR Urban Image+Laser CMU/VMR Urban Image+Laser dataset contains 372 images linked with 3D laser points projections. There are additional images (due to the laser scanner being turne... reconstruction, sfm, urban, semantic, segmentation, laser link 2013-04-02 823
121 Oakland 3D This repository contains labeled 3-D point cloud laser data collected from a moving platform in a urban environment. Data are provided for research purposes. ... reconstruction, sfm, urban, semantic, segmentation, laser link 2014-06-10 789
100 Sowerby The Sowerby dataset contains 105 images for semantic segmentation.... semantic, segmentation, outdoor n/a 2014-09-26 715
90 eTrims The eTrims dataset is comprised of two datasets, the 4-Class eTRIMS Dataset with 4 annotated object classes and the 8-Class eTRIMS Dataset with 8 annotated obje... semantic, segmentation, urban, reconstruction link 2013-03-12 551
89 Corel Photo Gallery This image database is a part of the "Corel Gallery Magic" (commercial product). It contains 80000 images divided into 800 categories of 100 images. These image... semantic, segmentation, outdoor n/a 2017-01-19 588
86 ICG Graz240 The ICG Graz240 dataset consists of 240 buildings with 5400 redundant images with a total of 5542 window instances. Window detection itself is difficult due to ... segmentation, detection, semantic, urban, graz link 2016-03-29 724
81 Zurich Hoengg Zurich Hoengg (Switzerland) is an aerial dataset. The dataset consists of 4 aerial images in colour (Figures 2-5), scanned with 14 microns, the format is Ti... aerial, semantic, segmentation, outdoor link 2013-03-11 638
79 LabelMe The goal of LabelMe is to provide an online annotation tool to build image databases for computer vision research. You can contribute to the database by visitin... segmentation, semantic, outdoor, detection, urban, software link 2013-03-14 630
68 The KITTI Vision Benchmark Suite We take advantage of our autonomous driving platform Annieway to develop novel challenging real-world computer vision benchmarks. Our tasks of interest are: ste... stereo, depth, flow, detection tracking, reconstruction, sfm, odometry, segmentation, semantic car depth link 2014-02-10 1041
39 Leuven Stereo Scene The Leuven Stereo Scene dataset is a scene and depth dataset. There exist two variants of this dataset - a CVPR 2007 paper [1] by Leibe et al. for detection and... segmentation, semantic, reconstruction, urban, sfm, 3d, leuven, depth, stereo link 2013-11-03 1411
37 MSRC vNIPS The MSRC vNIPS dataset is the MSRC v2 dataset with new annotations for much more accurate segmentations for 93 images. Efficient Inference in Fully Connected... segmentation, semantic, outdoor link 2013-03-11 559
36 MSRC v2 The MSRC v2 dataset is an extension of the MSRC v1 dataset from Microsoft Research in Cambridge. It contains 591 images and 23 object classes with accurate pixe... segmentation, semantic, outdoor link 2016-08-28 1545
35 MSRC v1 The MSRC v1 dataset from Microsoft Research in Cambridge contains 240 images and 9 object classes with coarse pixel-wise labeled images. The dataset is commonl... segmentation, semantic, outdoor link 2016-09-07 1186
34 CamVid The Cambridge-driving Labeled Video Database (CamVid) dataset from Gabriel Brostow [?] contains ten minutes of video footage and corresponding semantically labe... sfm, depth, semantic, segmentation, urban link 2016-04-18 1878
33 ECP New York 2011 The ECP New York dataset contains 10 manually segmented buildings from New York City, USA. Segmentation evaluating using Dice coefficient is calculated for the ... segmentation, semantic, procedural, reconstruction, urban, newyork link 2013-08-08 519
32 ECP Paris 2011 The ECP Paris 2011 dataset consists of 104 images taken from rue Monge in the fifth district of Paris, we kept only 20 for training and 10 for testing. Howev... segmentation, semantic, procedural, reconstruction, urban, paris link 2013-08-08 540
31 ECP Paris 2010 The Ecole Centrale Paris 2010 (Paris 2010) dataset consists of 30 images of densely annotated building facades in seven classes - wall, window, sky, shop, balco... segmentation, semantic, procedural, reconstruction, urban, paris link 2013-03-11 601
30 ICG Graz50 This is a dataset of rectified facade images and semantic labels. The goal of the annotation is to study the layout of the facades. It contains 50 images of... segmentation, semantic, procedural, reconstruction, urban, graz link 2014-01-28 667


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