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Posts Tagged ‘pedestrian’

People Detection

Posted by Hemprasad Y. Badgujar on January 19, 2015


People Detection Sample from OpenCV

</pre>
<pre class="cpp">#include <opencv2/opencv.hpp>
 
using namespace cv;
 
int main (int argc, const char * argv[])
{
    VideoCapture cap(0);
    cap.set(CV_CAP_PROP_FRAME_WIDTH, 320);
    cap.set(CV_CAP_PROP_FRAME_HEIGHT, 240);
 
    if (!cap.isOpened())
        return -1;
 
    Mat img;
    namedWindow("opencv", CV_WINDOW_AUTOSIZE);
    HOGDescriptor hog;
    hog.setSVMDetector(HOGDescriptor::getDefaultPeopleDetector());
 
    while (true)
    {
        cap >> img;
        if (img.empty())
            continue;
 
        vector found, found_filtered;
        hog.detectMultiScale(img, found, 0, Size(8,8), Size(32,32), 1.05, 2);
        size_t i, j;
        for (i=0; i<found.size(); i++)="" {="" rect="" r="found[i];" for="" (j="0;" j<found.size();="" j++)="" if="" (j!="i" &&="" (r="" &="" found[j])="=" r)="" break;="" found.size())="" found_filtered.push_back(r);="" }=""  ="" (i="0;" i<found_filtered.size();="" r.x="" +="cvRound(r.width*0.1);" r.width="cvRound(r.width*0.8);" r.y="" r.height="cvRound(r.height*0.8);" rectangle(img,="" r.tl(),="" r.br(),="" scalar(0,255,0),="" 3);="" imshow("opencv",="" img);="" (waitkey(10)="">=0)
            break;
    }
    return 0;
}</pre>
<pre>

Posted in Computer Vision, OpenCV, OpenCV, OpenCV Tutorial | Tagged: | Leave a Comment »

Pedestrian DATASETs for Vision based Detection and Tracking

Posted by Hemprasad Y. Badgujar on November 8, 2014


person / human / Pedestrian  identification/verification/detection / tracking /

DID

Name Description Tags

URL

254 ChokePoint Dataset We collected a video dataset, termed ChokePoint, designed for experiments in person identification/verification under real-world surveillance conditions link
253 Street View House Number (SVHN) SVHN is a real-world image dataset for developing machine learning and object recognition algorithms with minimal requirement on data preprocessing and formatti… streetview number link
252 Volleyball Activity Dataset 2014 This dataset contains 7 challenging volleyball activity classes annotated in 6 videos from professionals in the Austrian Volley League (season 2011/12). A total… action activity sport volleyball detection recognition video analysis link
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
250 Curve Text (CUTE80) Curve text dataset, namely CUTE80 that consists of 80 curve text line images with complex background, perspective distortion effect and poor resolution effect (… text, detection, recognition, classification link
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
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
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
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 ecocentric pose 3d tracking link
245 Video SumMe We provide a new dataset (SumMe) consisting of 25 videos, each annotated with at least 15 human summaries (390 in total). The data consists of videos, annotatio… video summary benchmark human link
244 Pedestrian Parsing on Surveillance Scenes (PPSS) dataset The Pedestrian Parsing dataset contains 3,673 images from 171 videos of different Surveillance Scenes (PPSS), where 2,064 images are occluded and 1,609 are not…. Pedestrian, Parsing, Segmentation link
243 PEdesTrian Attribute (PETA) dataset A new large-scale PEdesTrian Attribute (PETA) dataset. The dataset is by far the largest of its kind, covering more than 60 attributes on 19000 images. In comp… Pedestrian, crowd link
242 Stanford Dogs Dataset The Stanford Dogs dataset contains images of 120 breeds of dogs from around the world. This dataset has been built using images and annotation from ImageNet for… classification, detection, fine-grained categorization, dogs link
241 Malaya Abrupt Motion (MAMo) Dataset The Malaya Abrupt Motion (MAMo) dataset is targeted for visual tracking, particularly for abrupt motion tracking. It was collected from publicly accessible data… visual tracking, abrupt motion tracking link
240 Microsoft COCO – Common Objects in Context Microsoft COCO is a new image recognition and segmentation dataset that will be released in Summer 2014. Microsoft COCO has several features: More than 70 ca… object context segmentation detection recognition benchmark link
239 CUHK crowd dataset CUHK crowd dataset introduces the largest publicly available crowd dataset of 474 videos from 215 crowded scenes. It has been used in the paper: “Scene-Independ… crowd analysis, group detection and analysis, scene understanding link
238 Multiple Foreground Video Co-segmentation The multiple foreground video co-segmentation dataset, consisting of four sets, each with a video pair and two foreground objects in common. The dataset includ… video co-segmentation link
237 MOViCS video co-segmentation dataset The video co-segmentation dataset contains 4 video sets which totally has 11 videos with 5 frames of each video labeled with the pixel-level ground-truth…. video co-segmentation dataset link
236 iCoseg dataset iCoseg dataset introduces the largest publicly available co-segmentation dataset of 38 groups (643 images), along with pixel ground-truth hand annotations…. image co-segmentation link
235 Kindergarten Video Surveillance The dataset consist of the about 50 hours obtained from kindergarten surveillance videos. Dataset, totally approximately 100 videos sequences (1000GB, 50 hours)… Human action behavior segmentation video background, video surveillance. link
234 UMD Dynamic Scene Recognition Dataset Dataset to classify dynamic scenes. The dataset has been described and used in the paper: “Moving Vistas: Exploiting Motion for Dynamic Scenes”, Shroff, N… Scene link
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
232 Pratheepan Human Skin Detection Dataset The images in this dataset are downloaded randomly from Google for human skin detection research. It has been used in the paper: W.R. Tan, C.S. Chan, Y. Prathee… skin detection, skin segmentation, human detection, skin dataset link
231 RGB-D human detection and tracking dataset The dataset was captured in a real-world clothing store using Kinect (640*480, about 30fps). Publications: [1] J. Liu, Y. Liu, Y. Cui, and Y. Q. Chen, Real-ti… Human detection, people tracking, scene understanding, RGB-D, Kinect, depth, pose link
230 FGVC-Aircraft Fine-Grained Visual Classification of Aircraft (FGVC-Aircraft) is a benchmark dataset for the fine grained visual categorization of aircraft. Data, annotatio… fine-grain classification recognition benchmark evaluation aircraft link
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
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
227 Omnidirectional and panoramic image dataset We share our omnidirectional and panoramic image dataset (with annotations) to be used for human and car detection. Please reach through: http://cvrg.iyte.edu&#8230;. panorama detection car omnidirection human recognition link
226 Fish4Knowledge The Fish4Knowledge project (groups.inf.ed.ac.uk/f4k/) is pleased to announce the availability of 2 subsets of our tropical coral reef fish video and extracted… classification animal fish video motion nature recognition water camera link
225 California-ND An Annotated Dataset For Near-Duplicate Detection In Personal Photo Collections Managing photo collections involves a variety of image quality assessment tas… retrieval duplicate copyright groundtruth detection link
224 Extreme View Dataset 15 wide baseline stereo image pairs with large viewpoint change, provided ground truth homographies. Image size (~1000×700 pixels, RGB) D. Mishkin and M. … feature detection description matching viewpoint link
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 descriptor benchmark reconstruction registration matching link
222 Ford Car Dataset The Ford Car dataset is joint effort of Pandey et al. (for collecting images, Lidar points, calibration etc.) and us (for annotation of 2D and 3D objects). … car detection lidar 3d groundtruth sfm link
221 EPFL Multi-View Cars Th EPFL Multi-View Car dataset contains 20 sequences of cars as they rotate by 360 degrees. There is one image approximately every 3-4 degrees. Using the time o… pose multiview car detection estimation rotation link
220 3D Mask Attack Dataset The 3D Mask Attack Database (3DMAD) is a biometric (face) spoofing database. It currently contains 76500 frames of 17 persons, recorded using Kinect for both re… 3d biometry face recognition segmentation front-view emotion link
219 JPL First-Person Interaction JPL First-Person Interaction dataset (JPL-Interaction dataset) is composed of human activity videos taken from a first-person viewpoint. The dataset particularl… video action recognition interactive motion human link
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 descriptor flow dense optical link
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
216 CVC Partial Occlusion Virtual Pedestrian The CVC Partial Occlusion Virtual Pedestrian datasets (CVC-01 to CVC-06) cover a range of scenarios of occluded pedestrians generated in a virtual and real envi… detection classification tracking pedestrian synthetic urban occlusion link
215 WILD -Weather and Illumunation Database The Weather and Illumunation 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
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
213 ChairGest Gestures ChairGest is an open challenge / benchmark. The task consists in spotting and recognizing gestures from multiple synchronized sensors: 1 Kinect and 4 Xsens Ine… benchmark recognition kinect gesture detection human link
212 polo instance segmentation The polo instance segmentation dataset is a semantic segmentation task for hough transform based segmentation masks. … n/a
211 POSTECH Labeled Faces in the Wild POS Labeled Faces in the Wild, a collection of face which is proposed for studying face identification in unconstrained environment, its purpose is serving as a… face identification wild recognition registration link
210 Traffic Video dataset The Traffic Video dataset consists of X video of an overhead camera showing a street crossing with multiple traffic scenarios. The dataset can be downloaded … urban traffic tracking detection overhead view road video link
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
208 Landmark 1000 The Landmark 1000 or 1k dataset is a collection of the top 1000 popular flickr landmarks mined from flickr. It is maintained by Noah Snavely and published in… landmark 3d reconstruction pose estimation pointcloud world location link
207 CASIA Gait Recognition Dataset Dataset A (former NLPR Gait Database) was created on Dec. 10, 2001, including 20 persons. Each person has 12 image sequences, 4 sequences for each of the three … gait recognition biometry action classification motion human link
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
205 GaTech VideoStab The GaTech VideoStab dataset consists of N videos for the task of video stabilization. This code is implemented in Youtube video editor for stabilization. … video stabilization camera path link
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
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
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
201 50 Salads The dataset captures 25 people preparing 2 mixed salads each and contains over 4h of annotated accelerometer and RGB-D video data. Annotated activities correspo… action activity recognition classification detection tracking video link
200 Landmark 3D This dataset provides a collection of web images and 3D models for research on landmark recognition (especially for methods based on 3D models). We hope it coul… landmark recognition classification retrieval 3d reconstruction codebook matching feature flickr link
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
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
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
196 New College Data The New College Data Set contains 30GB of data intended for use by the mobile robotics and vision research communities. Our anticipated users are parties intere… odometry urban path 3d reconstruction panorama stereo navigation link
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
194 HCI 4D Lightfields The HCI 4D Lightfields dataset contains 11 objects with corresponding lightfields for depth estimation. Datasets can be downloaded individually below. For ma… 3d 4d lightfield benchmark depth reconstruction evaluation link
193 City planar and non-planar The city planar and non-planar datset consists of urban scenes accompanied by text files describing the plane/non-plane locations. Training Set (University)… plane detection 3d urban building estimation link
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
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
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
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
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 link
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
186 Symmetry Facades The Symmetry Facades dataset contains 9 building facades with multiple images. It used for coupled symmetry and structure from motion detection. Coupled Str… symmetry facade building urban reconstruction sfm 3d repetition link
185 Kung-Fu fighter Multi-View The test sequences provide interested researchers a real-world multi-view test data set captured in the blue-c portals. The data is meant to be used for testing… multiview tracking segmentation camera action link
184 MSR Learning to Rank The MSR Learning to Rank are two large scale datasets for research on learning to rank: MSLR-WEB30k with more than 30,000 queries and a random sampling of it MS… rank learning sampling search link
183 MSR RGB-D 7-Scenes The MSR RGB-D Dataset 7-Scenes dataset is a collection of tracked RGB-D camera frames. The dataset may be used for evaluation of methods for different applicati… depth video kinect tracking location reconstruction link
182 MSR Action The MSR Action datasets is a collection of various 3D datasets for action recognition. See details http://research.microsoft.com/en-us/um/people/zliu/action&#8230; video action recognition detection reconstruction 3d link
181 All I Have Seen (AIHS) The All I Have Seen (AIHS) dataset is created to study the properties of total visual input in humans, for around two weeks Nebojsa Jojic wore a camera capturin… video summary user study clustering similarity outdoor indoor scene 3d link
180 Airport MotionSeg The Airport MotionSeg dataset contains 12 sequences of videos of an aiprort scenario with small and large moving objects and various speeds. It is challenging b… motion segmentation airport video clustering camera zoom link
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 link
178 VSUMM (Video SUMMarization) The VSUMM (Video SUMMarization) dataset is of 50 videos from Open Video. All videos are in MPEG-1 format (30 fps, 352 x 240 pixels), in color and with sound. Th… video summary type user study keyframe static similarity link
177 SIPI textures The Textures volume currently contains 154 images, all monochrome, 129 512×512 and 25 1024×1024. For the Brodatz texture images, the number in parenthesis (i… texture, segmentation, classification, benchmark, synthetic, evaluation link
176 Brodatz texture The Brodatz dataset consists of 112 textures in grayscale images of various texture types. http://www.ee.oulu.fi/research/imag/texture/image_data/Brodatz32.h&#8230; texture, segmentation, classification, benchmark, synthetic link
175 Outex texture bench The Outex dataset is part of a framework for empirical evaluation of texture classification and segmentation algorithms. The framework is being constructed acc… texture, segmentation, classification, benchmark, synthetic link
174 Pittsburgh Fast-food Image dataset The Pittsburgh Fast-food Image dataset (PFID) consists of 4545 still images, 606 stereo pairs, 3033600 videos for structure from motion, and 27 privacy-preservi… food recognition classification reconstruction video laboratory real link
173 MuHAVi and MAS human action The Multicamera Human Action Video Data (MuHAVi) Manually Annotated Silhouette Data (MAS) are two datasets consisting of selected action sequences for the eval… human action behavior segmentation video background link
172 DynTex dataset The DynTex dataset consists of a comprehensive set of Dynamic Textures. Dynamic, or temporal, texture is a spatially repetitive, time-varying visual pattern tha… texture, segmentation, dynamic, synthetic, video repetition link
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
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
169 QMUL Junction Dataset The QMUL Junction dataset is a busy traffic scenario for research on activity analysis and behavior understanding. Video length: 1 hour (90000 frames) Fra… detection tracking crowd counting pedestrian video motion behavior link
168 Mall Dataset The Mall dataset was collected from a publicly accessible webcam for crowd counting and profiling research. Ground truth: Over 60,000 pedestrians were label… detection tracking crowd counting pedestrian indoor video webcam link
167 Text and Vision (TVGraz) Dataset The Text and Vision (TVGraz) dataset is an annotated multi-modal dataset which currently contains 10 visual object categories, 4030 images and associated text. … text appearance classification evaluation link
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 link
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 link
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
163 ICG Longterm Pedestrian Dataset The Longterm Pedestrian dataset consists of images from a stationary camera running 24 hours for 7 days at about 1fps. It used for adaptive detection and backg… pedestrian change detection background illumination robust indoor coffee graz link
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
161 ICG Annotated Facial Landmarks in the Wild (AFLW) The Annotated Facial Landmarks in the Wild (AFLW) consists of a large-scale collection of annotated face images gathered from the web, exhibiting a large variet… face detection landmark pose age annotation link
160 Caltech Lanes Dataset The Caltech Lanes dataset includes four clips taken around streets in Pasadena, CA at different times of day. The archive below includes 1225 individual frame… urban road lane detection caltech pasadena link
159 Caltech Game Covers Dataset The Caltech Game Covers dataset consists of CD/DVD covers of video games. The set was downloaded from freecovers.net during the summer of 2008. The set includes… classification retrieval game cover caltech hierarchy taxonomy link
158 Caltech Buildings Dataset The Caltech Buildings dataset consists of images taken for 50 buildings around the Caltech campus. Five different images were taken for each building from diffe… building urban retrieval hierarchy taxonomy caltech link
157 Background Models Challenge (BMC) Background Models Challenge (BMC) is a dataset and competition for the comparison of background subtraction algorithms. The main topics are detection of movi… background model change motion segmentation surveillance video synthetic link
156 KUL Belgium Traffic Signs BelgiumTS is a large dataset with 10000+ traffic sign annotations, thousands of physically distinct traffic signs. 4 video sequences recorded with 8 high resolu… traffic sign classification urban road belgium camera calibration link
155 KUL Belgium Traffic Sign Classification BelgiumTSC dataset is built for traffic sign classification purposes. Is is a subset of BelgiumTS dataset and contains cropped images around annotations for 62 … traffic sign classification urban road belgium link
154 WordNet WordNet is a large lexical database of English. Nouns, verbs, adjectives and adverbs are grouped into sets of cognitive synonyms (synsets), each expressing a di… language, hierarchy, imagenet, classification link
153 MSRC Kinect Gesture Dataset The Microsoft Research Cambridge-12 Kinect gesture dataset consists of sequences of human movements, represented as body-part locations, and the associated gest… gesture, kinect, recognition, human, action link
152 Colosseum and San Marco The Colosseum and San Marco are two image datasets for dense multiview stereo reconstructions used for evaluating the visual photo realism. The datasets are … 3d, reconstruction, landmark, urban, sfm, aerial, streetside, flickr link
151 People in WBCN This dataset is for people tracking in wide baseline camera networks and was designed as a contest at ICPR 2012. The contest consists of two challenges: … detection, tracking, pedestrian, trajectory, crowd, overlap, occlusion, aerial link
150 SDHA Contest The Semantic Description of Human Activities (SDHA) was a contest at ICPR 2010. The contest is composed of three different types of activity recognition cha… detection, tracking, pedestrian, trajectory, crowd, overlap, occlusion, aerial link
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
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
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 bounding box link
146 Multiple Instance Learning dataset MIL data sets used in our 2002 NIPS paper for Elepphant, Musk, TREC http://www.cs.cmu.edu/~juny/MILL/MIL-experiments.htm&#8230; machine learning, classification link
145 KnapSack KNAPSACK_01 is a dataset directory which contains some examples of data for 01 Knapsack problems. In the 01 Knapsack problem, we are given a knapsack of fixe… machine learning, classification link
144 MNIST hand-written letters The MNIST database of handwritten digits, available from this page, has a training set of 60,000 examples, and a test set of 10,000 examples. It is a subset of … text, classification, letter link
143 KITTI Odometry http://www.cvlibs.net/datasets/kitti/eval_odometry.php Related Datasets TUM RGB-D Dataset: Indoor dataset captured with Microsoft Kinect and high-accuracy… registration, localization, odometry, slam, matching, navigation, urban path 3d reconstruction link
142 German Traffic Sign Recognition Benchmark The German Traffic Sign Recognition Benchmark is a dataset for multi-class detection problem in natural images and do cordially invite you to participate. The b… detection, traffic, urban, recognition link
141 Berkeley Multimodal Human Action Database (MHAD) The Berkeley Multimodal Human Action Database (MHAD) contains 11 actions performed by 7 male and 5 female subjects in the range 23-30 years of age except for on… action classification multiview motion recognition link
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
139 image panorama gdbicp Generalized Dual Bootstrap-ICP Algorithm … registration, panorama, matching link
138 Buffy The Buffy dataset contains images selected from the TV series, Buffy: the Vampire Slayer. We select a set of 452 images from the first two episodes for training… segmentation, detection, buffy, movie, human link
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
136 3D Object in Clutter Recognition and Segmentation The dataset is composed of 150 synthetic scenes, captured with a (perspective) virtual camera, and each scene contains 3 to 5 objects. The model set is composed… recognition, segmentation, mesh, synthetic link
135 Quad 6K The Quad 6K dataset is a Structure-from-Motion dataset taken at Arts Quad at Cornell University campus and consists of 6514 images with ground truth positions o… reconstruction, sfm, urban, groundtruth, landmark, 3d gps link
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
133 Aesthetic Photo.net The Photo.net dataset contains 20,278 images with properties to aesthetics, emotion, and image quality. The only differences are that it is a larger dataset, an… aesthetics, quality, emotion link
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
131 Dubrovnik6K and Rome16K The Dubrovnik6K and Rome16K datasets are image collections for SfM reconstruction, where the suffix refers to the number of images in the dataset. Dubrovnik6… reconstruction, sfm, urban, landmark, dubrovnik, rome link
129 NBVbench The NBVbench is a reference object and benchmark criteria for defining and evaluating the performance of a next best view (NBV) method. … reconstruction, view, planning, geometry link
128 The Stanford 3D Scanning Repository The Stanford 3D Scanning Repository dataset is a compilation of 3D scans of objects like Stanford Bunny, Happy Buddha, Dragon, Armadillo and Lucy. These contain… reconstruction, laser, bunny, triangulation link
127 Stable Structure from Motion The Stable Structure from Motion datasets due to size limitations cannot put the images online. Instead here are the tracked image points and the final reconstr… sfm, reconstruction, geometry, stability, robust, 3d, landmark, church link
126 ISPRS Urban Classification ISPRS Test Project on Urban Classification and 3D Building Reconstruction http://www.itc.nl/ISPRS_WGIII4/tests_datasets.html fix details…. 3d, reconstruction, building, urban, city link
125 Google Street View Pittsburgh Research The Google Street View Pittsburgh Research dataset is a street-level image collection provided by Google for research purposes. The dataset provided here co… 3d, reconstruction, sfm, urban, pittsburgh, panorama n/a
124 CMU Geometric Context The CMU Geometric Context dataset by Derek Hoiem, Alexei A. Efros, Martial Hebert consists of 300 images used for training and testing the geometric context met… reconstruction, single view, depth, context, geometry link
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
122 Symmetric Bundle Adjustment The Symmetric Bundle Adjustment dataset contains four sequences of the CAB building, Barcelona, Redmond and Capitole for 3D reconstruction considering symmetrie… reconstruction, sfm, urban, bundle adjustment, symmetry link
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
120 Samantha The SAMANTHA (Structure-and-Motion Pipeline on a Hierarchical Cluster Tree) dataset contains 4 sequences for 3D reconstruction: Pozzoveggiani, Piazza Dante, Pia… reconstruction, sfm, landmark, model, geometry link
119 AdelaideRMF AdelaideRMF: Robust Model Fitting Data Set AdelaideRMF is a data set for robust geometric model fitting (homography estimation and fundamental matrix estimat… feature, matching, geometry, model link
118 Hermann Maier Nagano 1998 The Hermann Maier Nagano 1998 dataset is used for deformable extremely difficult tracking scenario. There are 4 parts to this sequence a) 00088 – 00554 Maie… tracking, single, trajectory, clutter, deformation n/a
117 YorkUrbanDB The York Urban Line Segment Database is a compilation of 102 images (45 indoor, 57 outdoor) of urban environments consisting mostly of scenes from the campus of… vanishing, point, pose, urban, reconstruction, outdoor, geometry, manhattan link
116 Sheffield Building Sheffield Building Image Dataset consists of over 3,000 low-resolution images of forty different buildings – typically between 70 and 120 images per building. T… retrieval, classification, urban, sheffield link
115 Pankrac Marseille Our repetitive pattern dataset with 106 images of app. 30 buildings from Pankrac, Prague and Marseille appearing in more than one image, number of appearances r… classification, retrieval, symmetry, repetition, urban link
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
113 Penn-Fudan Pedestrian Penn-Fudan Pedestrian Detection and Segmentation… pedestrian detection segmentation background motion link
112 SHREC Unlike the previous SHREC contests, the objective of this SHREC 2012 contest is to evaluate the performance of 3D-mesh segmentation techniques instead of evalua… segmentation, mesh, part, 3d link
111 Grabcut To evaluate our method we designed a new ground truth database of 50 images. The following zip-files contain: Data, Segmentation, Labelling – Lasso, Labelling -… segmentation, bounding box, color link
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
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
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
107 BIWI Pedestrians We provide the three datasets used for testing our system for our ICCV 2007 publication, including annotations. Data was recorded using a pair of AVT Marlins mo… detection, tracking, pedestrian, trajectory, crowd, overlap, occlusion link
106 BIWI Walking Pedestrians (EWAP) The BIWI Walking Pedestrians (EWAP) dataset shows walking pedestrians in busy scenarios from a bird eye view. Manually annotated. Data used for training in our … detection, tracking, pedestrian, trajectory, crowd, overlap, occlusion, aerial link
105 MSR 3D Video These sequences were used for our video interpolation work described in High-quality video view interpolation using a layered representation, C.L. Zitnick, … reconstruction, camera, segmentation, depth link
104 Make3D Depth The Make3D Depth dataset s designed to learn features to estimate scene depth from a single image. This dataset contains aligned image and range data: Make3… depth, learning, single view, outdoor, indoor link
103 COIL-100 The COIL-100 (Columbia University Image Library) consists of 100 objects. For formal documentation look at the corresponding compressed technical report, [gzipp… classification, retrieval link
102 Tiny Images The Tiny Images dataset consists of 79,302,017 images, each being a 32×32 color image. This data is stored in the form of large binary files which can be accese… classification, tiny, color, retrieval link
101 CIFAR-10 / 100 The CIFAR-10 dataset consists of 60000 32×32 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
100 Sowerby The Sowerby dataset contains 105 images for semantic segmentation…. semantic, segmentation, outdoor n/a
99 BSDS500 This new dataset is an extension of the BSDS300, where the original 300 images are used for training / validation and 200 fresh images, together with human anno… segmentation, edge, contour, detection link
98 BSDS300 The goal of this work is to provide an empirical basis for research on image segmentation and boundary detection. To this end, we have collected 12,000 hand-la… segmentation, edge, contour, detection link
97 KU Leuven Facade The KU Leuven Facade dataset is used for architectural styles classification. M. Mathias, A. Martinovic, J. Weissenberg, S. Haegler, L. Van Gool: Automatic A… classification, architecture, urban link
96 USPS Handwritten Digits Name: Classes Train. Ex. Test. Ex. Features USPS 10 7291 2007 256 8-bit grayscale images of “0” through “9”; handwritten digits; … text, recognition, classification, handwritten link
95 Stroke Width Transform Text Stroke Width Transform Text dataset is by Boris Epstein and consists of 307 images and XXX text instances. Detecting Text in Natural Scenes with Stroke Wid… text, detection, recognition, classification link
94 Chars74K The Chars74K dataset consists of 64 classes (0-9, A-Z, a-z), 7705 characters obtained from natural images, 3410 hand drawn characters using a tablet PC, 62992 s… text, detection, recognition, classification link
93 Street View Text The Street View Text (SVT) dataset contains 647 words and 3796 letters in 249 images harvested from Google Street View. The dataset is more challenging becaus… text, detection, recognition, classification, outdoor, urban link
92 ICDAR 2011 This challenge is set up around three tasks: Text Localisation, Text Segmentation and Word Recognition. Participation in any or all tasks is welcome. Check the … text, detection, recognition, classification link
91 ICDAR 2003 The ICDAR 2003 datasets available for download on this site: Robust Reading , Robust Word Recognition , Robust OCR , Text Locating and Cursive Script . Pleas… text, detection, recognition, classification link
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
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
88 Change Detection The dataset folder contains 7 folders (one for each category). Each category folder contains 4 to 6 folders (one for each video). Each video folder contains: … change, detection, background link
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
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 n/a
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
84 Aachen Retrieval The Aachen dataset consists of 4479 images taken with multiple cameras (3GB), 369 query images taken with the camera of a mobile phone together with their SIFT … retrieval, aachen, landmark, sfm, reconstruction link
83 Ikonos Aerial Since its launch in September 1999, Space Imaging IKONOS earth imaging satellite has provided a reliable stream of image data that has become the standard for c… reconstruction, sfm, urban, aerial link
82 Zurich City Hall Zurich City Hall dataset (also CIPA dataset) nformation: Place: City Hall, Zurich, Switzerland Number of Images: 15, 1280 x 1000 pixels Camera: Fuji DS 30… reconstruction, sfm, urban, zurich link
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
80 Hopkins 155 The Hopkins 155 Dataset has been created with the goal of providing an extensive benchmark for testing feature based motion segmentation algorithms. It contains… flow, stereo, motion, segmentation, urban link
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
78 Caltech Pedestrian The Caltech Pedestrian Dataset consists of approximately 10 hours of 640×480 30Hz video taken from a vehicle driving through regular traffic in an urban environ… pedestrian, detection, urban link
77 Daimler Stereo Pedestrian Daimler Stereo Pedestrian Detection Benchmark C. Keller, M. Enzweiler, and D. M. Gavrila, A New Benchmark for Stereo-based Pedestrian Detection, Proc. of th… pedestrian, detection, urban link
76 Daimler Pedestrian Classification Daimler Multi-Cue, Occluded Pedestrian Classification Benchmark Training and test samples have a resolution of 48 x 96 pixels with a 12-pixel border around t… detection, classification, pedestrian, urban link
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
74 PMVS 3D Photography The following are multiview stereo data sets captured in our lab: a set of images, camera parameters and extracted apparent contours of a single rigid object. E… sfm, reconstruction, depth, dense, mesh link
73 Strecha Dense MVS An evaluation benchmark for dense MVS for these datasets fountain-P11, Herz-Jesu-P8, entry-P10, castle-P19, Herz-Jesu-P25, castle-P30 . Images (corrected for… sfm, reconstruction, benchmark, depth, dense, mesh link
72 Acute3D Aiguille du Midi MVS Aiguille du Midi. France showing photographs with Camera: Mamiya ZD. 55mm. – Resolution: 5Mpixels, 53 images – Photographer: B. Vallet (Imagine/EVD – 2006) … sfm, reconstruction, mesh, large scale, outdoor link
71 University of Tsukuba Stereo Flow This dataset contains 1800 stereo pairs with ground truth disparity maps, occlusion maps and discontinuity maps that will help to further develop the state of t… flow, depth, stereo, graphics, synthetic, optical, link
70 MPI Sintel Flow The MPI Sintel Flow dataset is an optical flow / stereo dataset based on the Blender movie Sintel: http://www.sintel.org The goal of this project was to crea… flow, depth, stereo, graphics, synthetic link
69 HCI Robust Vision Estimate robust and reliable depth or motion fields on our challenging real world videos! … flow, depth, stereo, outdoor link
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
67 Middlebury MVS Dino The object is a plaster dinosaur (stegosaurus). Click on thumbnail for a full-sized (640×480) image. Resolution of ground truth model: 0.00025m (you may wish to… sfm, reconstruction, benchmark, multiview, 3d, link
66 Middlebury MVS Temple The object is a plaster reproduction of Temple of the Dioskouroi in Agrigento, Sicily. Click on thumbnail for a full-sized (640×480) image. Resolution of ground… sfm, reconstruction, benchmark, multiview, 3d, link
65 Middlebury Stereo Two-frame stereo depth estimation… flow, depth, stereo link
64 Middlebury Flow flow, depth link
63 Paris500k The Paris500k dataset consists of 501,356 geotagged images collected from Flickr and Panoramio. The dataset was collected from a geographic bounding box rather … retrieval, paris, landmark, geotag, flickr, panoramio, sfm, reconstruction link
62 Deformed Lattice Detection The Deformed Lattice Detection In Real-World Images dataset is used for regular grid detection. The authors have developed a robust and fast lattice detection a… texture, segmentation, symmetry, lattice, detection, urban link
61 Digital Papercutting Papercutting is a widespread and ancient artform which, as far as we could tell, had no previous computational treatment. We developed algorithms to analyze the… symmetry link
60 PSU HUB The PSU HUB dataset is a detection, tracking dataset. Ground truth trajectory and grouping information for pedestrians walking in the PSU student union building… detection, tracking, pedestrian, trajectory, crowd, overlap, occlusion link
59 Near-Regular Textures The Near-Regular Textures dataset contains textures from completely regular to completely irregular patterns, with a focus on near-regular textures. It also inc… texture, segmentation, classification, symmetry, regular, stochastic link
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
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
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
55 Prague Texture Segmentation The Prague Texture Segmentation Datagenerator and Benchmark is designed to mutually compare and rank different (dynamic/static) texture segmenters (supervised o… texture, segmentation, classification, benchmark, synthetic link
54 Notre Dame The Notre Dame de Paris dataset used for 3D SfM reconstruction and contains 715 images provided by Noah Snavely. There are also version for NotreDame by Mic… limited, flickr, landmark, sfm, paris, front-view, reconstruction link
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
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
51 PN Learning PN Learning… single, tracking, learning n/a
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
49 PhotoTourism Pair 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 link
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
47 CMP Retrieval CMP Dataset by Ondra Chum contains 5 million images collected from the internet…. retrieval, urban, large scale link
46 Paris Retrieval The Paris dataset consists of 6412 images. Images have high resolution and are in JPEG format. http://www.robots.ox.ac.uk/~vgg/data/parisbuildings/paris_1&#8230;. retrieval, urban, paris, landmark link
45 Oxford Buildings The Oxford Buildings dataset by James Philbin and Andrew Zisserman consists of 5062 images collected from Flickr by searching for particular Oxford landmarks. T… retrieval, urban, oxford, landmark link
44 UK Bench The UK Bench dataset from Henrik Stewenius and David Nister contains 10200 imags of N=2550 groups with each four images at size 640×480. The images are rotated,… retrieval image object centered rotation link
43 ZuBud The Zurich Building dataset (ZuBud) from Hao Shao, Tomas Svoboda and Luc Van Gool [?] contains 1005 images with 201 buildings each in five views. There is also … retrieval, urban, procedural, rectification link
42 Hollywood Videos Hollywood-2 datset contains 12 classes of human actions and 10 classes of scenes distributed over 3669 video clips and approximately 20.1 hours of video in t… action, classification, video, segmentation link
41 KTH Action The current video database containing six types of human actions (walking, jogging, running, boxing, hand waving and hand clapping) performed several times by 2… action, classification, video, segmentation link
40 Weizmann Action The Weizmann actions dataset by Blank, Gorelick, Shechtman, Irani, and Basri consists of ten different types of actions: bending, jumping jack, jumping, jump in… segmentation, action, classification n/a
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
38 IcgBench The Interactive Segmentation (IcgBench) dataset from Jakob Santner contains 243 images and 262 segmentation. Some images have multiple segmentations. The annota… interactive, segmentation, user link
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
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
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
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
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
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
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
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
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
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… front-view, face, detection link
27 Idiap/ETHZ Faces and Poses Idiap/ETHZ Faces and Poses Dataset dataset by L. Jie, B. Caputo and V. Ferrari contains 1703 image-caption pairs. [author] Captions contain the names of some of… face, pose, pedestrian, text link
26 We Are Family Stickmen The We Are Family Stickmen dataset from Eichner and Ferrari contains X images with X people in group photos for human pose estimation with annotated 2D human bo… pose, pedestrian, body part link
25 PASCAL VOCs The PASCAL VOC Challenge datasets by Mark Everingham is a yearly dataset which has a central evaluation server and the final test data is not released. The late… detection segmentation pose pedestrian chair animal car building airplane link
24 UIUC Cars This UIUC Cars dataset by Shivani Agarwal, Aatif Awan and Dan Roth contains images of side views of cars for use in evaluating object detection algorithms. The … car, sideview, detection, scale, recognition, urban, scale link
23 Graz02 The Graz02 dataset by Andreas Opelt and Axel Pinz contains four categories of images: bikes, people, cars and a single background class. The annotation has been… bike, pedestrian, background, detection, clutter, car, graz link
22 Graz01 The Graz01 dataset by Andreas Opelt and Axel Pinz contains four types of images: bikes, people, background with no bikes, background with no people…. bike, pedestrian, background, detection, clutter, graz, occlusion link
21 ImageNET The ImageNET dataset is the latest dataset by Li Fei-Fei containing various dataset ranging from 1000 to 10000 categories…. retrieval, segmentation, classification link
20 CALTECH 256 The CALTECH 256 dataset by Li Fei-Fei contains 30607 images for 256 categories…. classification centered object scene image link
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
18 Leeds Cows The Leeds Cows dataset by Derek Magee consists of 14 different video sequences showing a total of 18 cows walking from right to left in front of different backg… detection segmentation cow video background animal link
17 TUD Motorbike The TUD Motorbike dataset from Bastian Leibe contains 115 images collected from the internet. Each image contains one or more motorbikes at different scales and… motorbike, detection, pascal link
16 PETS 2009 The PETS 2009 dataset contains 3 parts showing multi-view sequences containing pedestrians walking in an outdoor environment. The parts are used for person coun… front-view, outdoor, pedestrian, detection, tracking, overlap, occlusion link
15 PETS 2006 The PETS 2006 dataset contains 7 parts showing multi-sensor sequences containing left-luggage scenarios with increasing scene complexity at a train station scen… front-view, indoor, pedestrian, detection, tracking link
14 INRIA People The INRIA People dataset from Navneet Dalal and Bill Triggs [DalalCVPR2005] consists of training and testing data. The training contains 1805 images and X peopl… detection, pedestrian, sideview, front-view link
13 CBCL / MIT Pedestrian MIT Pedestrian dataset from Papageorgiou and Poggio [IJCV2000] contains 509 training and 200 test images of pedestrians in city scenes (plus left-right reflecti… pedestrian, front-view, detection, urban link
12 TUD Pedestrians training The TUD Pedestrians training dataset from Micha Andriluka, Stefan Roth and Bernt Schiele consists of 210 and 400 training images with X pedestrians with signifi… segmentation, pedestrian, sideview link
11 TUD Campus The TUD Campus dataset from Micha Andriluka, Stefan Roth and Bernt Schiele consists of 71 images and 303 highly overlapping pedestrians with large scale changes… segmentation, pedestrian, sideview, overlap link
10 TUD Pedestrians The TUD Pedestrians dataset from Micha Andriluka, Stefan Roth and Bernt Schiele [AndrilukaCVPR2008] consists of 250 images with 311 fully visible people with si… segmentation, pedestrian, sideview link
9 TUD Crossing The TUD Crossing dataset from Micha Andriluka, Stefan Roth and Bernt Schiele consists of 201 images with 1008 highly overlapping pedestrians with significant va… segmentation, pedestrian, sideview, overlap link
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
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
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/&#8230; shape, binary, matching, retrieval link
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
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
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
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

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