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 676 tags of 676 total tags for 473 datasets (1.43) »


object
DID Name Description Tags URL Date Views
460 Exclusively-Dark-Image-Dataset In order to facilitate a new object detection and image enhancement research, we introduce the Exclusively Dark (ExDark) dataset (CVIU - accepted). The Exclusiv... object detection, low light dark images, image enhancement link 2018-10-30 190
446 DAVIS: Densely Annotated VIdeo Segmentation 2016 Dataset released with the CVPR 2016 paper. The videos contain several types of objects and humans with a high quality segmentation annotation. In each video seq... object tracking segmentation video benchmark code hd quality resolution link 2018-04-05 149
442 YouTube Co-localization Dataset (ECCV + IEEE Trans. CSVT papers) [GEU and NTU] The dataset consists of bounding box annotations for 15k frames of videos collected from YouTube Objects Dataset. If you find this dataset useful, kindly ci... Co-localization Co-segmentation Co-saliency Video CATS Tracklet Benchmark Binary Object Retrieval Segmentation Semantic Similarity Tracking Matching Localization link 2018-03-21 221
437 Alpert Objećt Instance Segmentation To evaluate the segmentation produced by different algorithms we have compiled a database, currently containing 200 gray level images along with ground truth se... object segmentation instance tools grayscale n/a 2018-03-15 109
421 TUD Dynamic scenes dataset The dynamic scenes dataset contains image sequences consisting of overall 1936 images. The images are taken from a camera inside a driving car and mainly show r... semantic segmentation dynamic urban road street object driving crf link 2017-12-12 326
420 ATLAS Dione Robot-Assisted Surgery Video Understanding Dataset by Roswell Park Cancer Institute / Th ATLAS Dione dataset provides video data (86 full subject study videos (~910 action clips)) of ten surgeons from Roswell Park Cancer Institute (RPCI) (Buffalo, N... robotic surgery tool detection object detection action recognition expertise VOC video gesture link 2018-03-22 241
410 Charades Activity Dataset 10,000 30sec videos from 267 volunteers, each annotated with multiple activities, captions, objects, and temporal localizations. From "Hollywood in Homes: Cr... video activity recognition action object caption localization detection human daily link 2018-03-22 351
385 WildLife Documentary (WLD) Dataset The dataset contains 15 documentary films that are downloaded from YouTube, whose durations vary from 9 minutes to as long as 50 minutes, and the total number o... Video object detection link 2017-06-23 351
384 An RGB-D Dataset for 6D Pose Estimation of Texture-less Objects (T-LESS) A dataset acquired with 3 synchronized sensors (Primesense Carmine 1.09, Microsoft Kinect v2, Canon IXUS 950 IS), featuring: * 30 industry-relevant objects:... RGBD 3D pose texture-less object estimation link 2017-09-12 422
376 ScanNet ScanNet is an RGB-D video dataset containing 2.5 million views in more than 1500 scans, annotated with 3D camera poses, surface reconstructions, and instance-le... scene indoor synthetic cad room layout rendering realism 3d segmentation object recognition link 2017-05-12 457
375 SUNCG: Indoor Scenes The SUNCG dataset is a Large 3D Model Repository for Indoor Scenes. SUNCG is an ongoing effort to establish a richly-annotated, large-scale dataset of 3D s... scene indoor synthetic room layout rendering realism 3d segmentation object recognition link 2018-10-17 583
373 DAVIS: Densely Annotated VIdeo Segmentation 2017 We present the 2017 DAVIS Challenge, a public competition specifically designed for the task of video object segmentation. Following the footsteps of other succ... object tracking segmentation video benchmark code hd quality resolution link 2018-04-05 419
372 VOT2016 segmentation The VOT2016 pixel-wise annotations dataset contains pixel-wise per-frame annotations for sequences from VOT2016 dataset. The annotation is in a form of BW image... object tracking segmentation mask annotation visual link 2017-04-17 437
346 LASIESTA (Labeled and Annotated Sequences for Integral Evaluation of SegmenTation Algorithms) LASIESTA is composed by many real indoor and outdoor sequences organized in different categories, each of one covering a specific challenge in moving object det... dataset groundtruth motion object detection foreground background subtraction challenge stationary camera link 2017-09-12 601
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 2018-03-22 606
338 MIT LaMem: Large-Scale Image Memorability Dataset This database contains 60,000 images with memorability scores. The images come from a variety of datasets including SUN, COCO, image popularity, AVA, and severa... memorability aesthetics object scene popularity link 2018-05-23 721
312 University of León - Edge profile milling head tool data set This data set comprises 144 images of an edge profile cutting head of a milling machine. The head tool contains a total of 30 cutting inserts. The cutting head ... milling head tool inserts localization object cutting tools edge profile tool wear monitoring link 2015-11-06 769
298 Freiburg-Berkeley Motion Segmentation The Freiburg-Berkeley Motion Segmentation Dataset (FBMS-59) is an extension of the BMS dataset with 33 additional video sequences. A total of 720 frames is anno... video segmentation benchmark object tracking pedestrian groundtruth motion link 2017-03-21 1269
296 Video Segmentation Benchmark The Video Segmentation Benchmark (VSB100) provides ground truth annotations for the Berkeley Video Dataset, which consists of 100 HD quality videos divided into... video segmentation benchmark object tracking pedestrian groundtruth motion link 2018-11-12 1446
287 INRIA Lafarge Benchmarks Some datasets and evaluation tools are provided on this page for four different computer vision and computer graphics problems. Population counting Line-ne... 3d surface reconstruction groundtruth pointcloud object detection line road network urban crowd pedestrian counting link 2015-06-18 1200
284 TRANCOS Overlapping Car Crowds The TRaffic ANd COngestionS (TRANCOS) dataset, a novel benchmark for (extremely overlapping) vehicle counting in traffic congestion situations. It consists of 1... object detection car transportation vehicle highway urban spain traffic link 2015-06-16 1300
278 Comprehensive Cars (CompCars) The Comprehensive Cars (CompCars) dataset contains data from two scenarios, including images from web-nature and surveillance-nature. The web-nature data contai... car vehicle recognition attribute classification fine-grained urban object link 2018-09-04 2111
271 Labeling in 3D Scenes This dataset package contains the software and data used for Detection-based Object Labeling on the RGB-D Scenes Dataset as implemented in the paper: Detecti... 3d kinect reconstruction indoor depth object recognition link 2015-03-16 1033
270 B3DO: Berkeley 3D Object Dataset For the first few decades of the fields existence, computer vision has been focused on algorithmic, logical approaches to perception. But it was only with the a... 3d kinect reconstruction indoor depth object recognition link 2015-03-16 912
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 2015-02-20 855
258 Visual Attributes dataset The Visual Attributes dataset contains visual attribute annotations for over 500 object classes (animate and inanimate) which are all represented in ImageNet. E... classification recognition attribute imagenet object link 2018-06-19 1170
248 VIDEO datasets overview Many different labeled video datasets have been collected over the past few years, but it is hard to compare them at a glance. So we have created a handy spread... video benchmark recognition classification detection object action link 2018-04-23 1383
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 1549
246 Bristol Egocentric Object Interactions Dataset The BEOID dataset includes object interactions ranging from preparing a coffee to operating a weight lifting machine and opening a door. The dataset is recorded... video interaction object egocentric pose 3d tracking link 2017-09-12 1360
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 1752
217 Youtube-Objects dataset The YouTube-Objects dataset is composed of videos collected from YouTube by querying for the names of 10 object classes. It contains between 9 and 24 videos for... video object detection segmentation flow optical link 2014-02-03 1296
204 UCF Person and Car VideoSeg The UCF Person and Car VideoSeg dataset consists of six videos with groundtruth for video object segmentation. Surfing, jumping, skiing, sliding, big car, sm... video segmentation object motion model camera groundtruth link 2015-04-19 1286
203 GaTech VideoSeg The GaTech VideoSeg dataset consists of two (waterski and yunakim?) video sequences for object segmentation. There exists no groundtruth segmentation annotat... video segmentation object motion model camera link 2013-10-09 1298
202 GaTech SegTrack The SegTrack dataset consists of six videos (five are used) with ground truth pixelwise segmentation (6th penguin is not usable). The dataset is used for accura... video segmentation object proposal flow optical motion model camera stationary groundtruth link 2013-10-09 1134
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 1212
198 THUS10000 The THUS10000 benchmark dataset comprises of 10,000 images, each of which has an unambiguous salient object and the object region is accurately annotated with p... segmentation saliency object detection visual attention link 2015-01-11 1520
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 1107
190 Daimler Mono Pedestrian Detection Benchmark The Daimler Mono Pedestrian Detection Benchmark dataset contains a large training and test set. The training set contains 15.560 pedestrian samples (image cut-o... pedestrian detection outdoor urban mono scale object link 2013-09-18 1224
189 Farman Institute 3D Point Sets The Farman Institute 3D Point Sets dataset contains 11 objects by a 3D laser scanner. This dataset was peer-reviewed by Image Processing On Line: Farman Institu... 3d laser scanner object reconstruction model point link 2013-09-18 945
188 KTH Multiview Football The KTH Multiview Football dataset contains 771 images of football players includes images taken from 3 views at 257 time instances 14 annotated body joints. ... multiview pedestrian tracking detection object camera outdoor game soccer pose recognition multitarget link 2018-06-28 1951
187 Aspect Layout dataset The Aspect Layout dataset is designed to allow evaluation of object detection for aspect ratios in perspective images. Author text: In this project we see... detection object aspect ratio perspective layout link 2013-09-06 827
166 ICG Multi-Camera Datasets The ICG Multi-Camera datasets consist of Easy Data Set (just one person) Medium Data Set (3-5 persons, used for the experiments) Hard Data Set (crowded sc... multiview pedestrian tracking detection object camera calibration graz indoor video multitarget link 2015-06-19 1507
165 ICG Multi-Camera and Virtual PTZ The ICG Multi-Camera and Virtual PTZ dataset contains the video streams and calibrations of several static Axis P1347 cameras and one panoramic video from a sph... multiview pedestrian tracking detection object camera calibration graz network video panorama crowd outdoor multitarget link 2017-08-19 1637
164 ICG Lab 6 (Multi-Camera Multi-Object Tracking) The ICG Lab 6 (Multi-Camera Multi-Object Tracking) dataset contains 6 indoor people tracking scenarios recorded at our laboratory using 4 static Axis P1347 came... multiview pedestrian tracking detection object laboratory camera calibration evaluation segmentation graz link 2017-12-05 2309
147 FlickrLogos-32 The FlickrLogos-32 dataset contains photos showing brand logos and is meant for the evaluation of multi-class logo recognition as well as logo retrieval methods... flickr, logo, detection, retrieval, image, object recognition, machine learning, classification brand boundingbox link 2018-03-08 1600
137 Synthetic CAD models The Synthetic CAD Models dataset consists of X synthetic CAD models for detection (planar) primitives. Efficient RANSAC for Point-Cloud Shape Detection Ruwe... model, ransac, 3d object, reconstruction, primitive, synthetic link 2013-08-08 1067
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 2013-08-08 953
101 CIFAR-10 / 100 The CIFAR-10 dataset consists of 60000 32x32 colour images in 10 classes, with 6000 images per class. There are 50000 training images and 10000 test images. ... classification, tiny, color, patch, scene, object link 2013-08-08 1054
51 PN Learning PN Learning - How does TLD work? Tracking estimates the object location as long as the object is visible. During tracking all observed patterns of the object... single target tracking learning object pedestrian bike face link 2017-11-28 958
50 Babenko tracking The Babenko tracking dataset contains 12 video sequences for single object tracking. For each clip they provide (1) a directory with the original image s... tracking single object animal face occlusion video link 2016-08-08 2798
44 UK Bench The UK Bench dataset from Henrik Stewenius and David Nister contains 10200 images of N=2550 groups with each four images at size 640x480. The images are rotated... retrieval image object centered rotation link 2018-07-11 2770
28 CMU Faces - Frontal faces The MIT + CMU frontal face dataset from H. Rowley contains 130 images with 507 labeled frontal faces from movie, portrait and media sources. It is mostly graysc... frontview, face, detection object boundingbox link 2015-06-19 1117
20 CALTECH 256 The CALTECH 256 dataset by Li Fei-Fei contains 30607 images for 256 categories.... classification centered object scene image link 2013-08-08 1071
19 CALTECH 101 The CALTECH 101 dataset by Li Fei-Fei contains images for 101 categories with about 40 to 800 images per category. Most categories have about 50 images at rough... classification centered object scene image link 2013-08-08 1067


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