The Berkeley DeepDrive Video Dataset contains 2x order of magnitude more video training data. Daimler Multi-Cue, Occluded Pedestrian Classification Benchmark Work fast with our official CLI. MIT traffic data set is for research on activity analysis and crowded scenes. Video data and the tools for automated analysis have a great potential to be used in road traffic research, particularly road safety. The MOT Challenge is a framework for the fair evaluation of multiple people tracking algorithms. No onboard data. C. Keller, M. Enzweiler, and D. M. Gavrila, A New Benchmark for Stereo-based Pedestrian Detection, Proc... Hallway Corridor - Multiple Camera Tracking: An indoor camera network dataset with 6 cameras (contains ground plane homography). (for collecting images, Lidar points, calibration etc.) The New College Data Set contains 30GB of data intended for use by the mobile robotics and vision research communities. A dataset of composite video textures. In Transportation Research Board Annual Meeting Compendium of Papers, 2014. The dataset consists of 25 subjects (19 male and 6 female) in portal 1 and 29 subjects (23 male and 6 female) in portal 2. The testing videos contain videos with both standard and abnormal events. In HouseCraft, we utilize rental ads to create realistic textured 3D models of building exteriors. 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. The multi-modal/multi-view datasets are created in a cooperation between University of Surrey and Double Negative within the EU FP7 IMPART project. The database of nude and non-nude videos contains a collection of 179 video segments collected from the following movies: Alpha Dog, Basic Instinct, Bef... Penn-Fudan Pedestrian Detection and Segmentation, 3D skeletons and segmented regions for 1000 people in images. The Eurasian Cities dataset contains 103 images of outdoor urban scenes taken in Eurasian cities. In this project a video dataset is built and made public so that researchers can evaluate their algorithms on it. It used for coupled symmetry and structure from motion detection. The BEOID dataset includes object interactions ranging from preparing a coffee to operating a weight lifting machine and opening a door. The QMUL Junction dataset is a busy traffic scenario for research on activity analysis and behavior understanding. It is divided into 20 clips and can be downloaded from the following links. Set of video-based and multimodal traffic surveillance datasets. The Aspect Layout dataset is designed to allow evaluation of object detection for aspect ratios in perspective images. contains 1005 images with 201 buildings each in five views. The set was recorded in Zurich, using a pair of cameras mounted on a mobile platform. Use Git or checkout with SVN using the web URL. The dataset consists of eight unique scenes in crowded spaces such as a university campus or the sidewalks of a busy street. The crowd datasets are collected from a variety of sources, such as UCF and data-driven crowd datasets. The Cholec80 dataset contains 80 videos of cholecystectomy surgeries performed by 13 surgeons. ftp://barbapappa.tft.lth.se/pdtv/python/index.html The Berkeley Video Segmentation Dataset (BVSD) contains videos for segmentation (boundary?) More Options, and Resources: Image Datasets. Reference: Zhao, H., Cui, J., Zha, H., Katabira, K., Shao, X., Shibasaki, R., Sensing an intersection using a network of laser scanners and video cameras, IEEE Intelligent Transportation Systems Magazine, vol.1, no.2, 31-37, 2009. The dataset consists of the following road-agent categories – car, bus, truck, rickshaw, pedestrian, scooter, motorcycle, and other roadagents such as carts and animals. Dataset Type #Videos Annotation Annotation Type Year Paper Comments {{competition.datasetTitle}} {{competition.datasetDescription}} {{competition.type}} Please cite the following paper for any usage of the dataset: CMU/VMR Urban Image+Laser dataset contains 372 images linked with 3D laser points projections. No onboard data. 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 algorith... Background Models Challenge (BMC) is a complete dataset and competition for the comparison of background subtraction algorithms. The SegTrack dataset consists of six videos (five are used) with ground truth pixelwise segmentation (6th penguin is not usable). From surveying existing work it is clear that currently evaluation is limited primarily to small local datasets gathered by th… Tables are at bigquery-public-data.nhtsa_traffic_fatalities.[TABLENAME]. For traffic anomalies, recent first-person video datasets such as StreetAccident [ 4] and A3D [ 44] have annotations of anomaly start and end times, while DADA [ 9] provides human attention maps from video spectator eye-gaze. Release Date: 2016 This dataset contains 12,995 face images which are annotated with (1) five facial landmarks, (2) attributes of gender, smiling, wearing glasses, and hea... CMP Dataset by Ondra Chum contains 5 million images collected from the internet. The Ford Car dataset is joint effort of Pandey et al. The Kendall Square webcam dataset consists of two streams for one sunny day and one cloudy day of a city square. The dataset can be down... video, urban, traffic, road, overhead, tracking, view, detection CULane is a large scale challenging dataset for academic research on traffic lane detection. The VOT2016 pixel-wise annotations dataset contains pixel-wise per-frame annotations for sequences from VOT2016 dataset. The dataset focuses on the traffic research appli- MIT traffic data set is for research on activity analysis and crowded scenes. Set of video-based and multimodal traffic surveillance datasets. The San Francisco Landmark Dataset for Mobile Landmark Recognition is a set of images and query images for localization. fish video and e... We introduce the Shelf dataset for multiple human pose estimation from multiple views. The Colosseum and San Marco are two image datasets for dense multiview stereo reconstructions used for evaluating the visual photo realism. The Airport MotionSeg dataset contains 12 sequences of videos of an aiprort scenario with small and large moving objects and various speeds. The people involved in the test are aged between 22 a... 3 datasets: Learn more. Traffic video datasets of different places under different lighting conditions with different intensity of vehicles are provided by us. MIT traffic videos Image sizes vary from 640x480 to 1024x522 pixels. The Leuven Stereo Scene dataset is a scene and depth dataset. The size of the scene is 720 by 480. The SPHERE human skeleton movements dataset was created using a Kinect camera, that measures distances and provides a depth map of the scene instead of ... A centralized benchmark for multi-object tracking. (ICCV 2009) for evaluating methods for geometric and semantic scene understa... JPL First-Person Interaction dataset (JPL-Interaction dataset) is composed of human activity videos taken from a first-person viewpoint. Flickr. Dataset test. The Daimler Mono Pedestrian Classification Benchmark dataset consists of two parts: Reference: E. Strigel, D. Meissner, F. Seeliger, B. Wilking and K. Dietmayer, "The Ko-PER intersection laserscanner and video dataset," 17th International IEEE Conference on Intelligent Transportation Systems (ITSC), Qingdao, 2014, pp. They include events like road construction and traffic … Control individual intersections locally with smart analytics and become the real-time traffic commander. The MSR Action datasets is a collection of various 3D datasets for action recognition. We collected streaming traffic data using two real-time data providers, namely “MapQuest Traffic” (MapQuest Traffic API, 2019) and “Microsoft Bing Map Traffic” (Bing Map Traffic API, 2019), whose APIs broadcast traffic events (accident, congestion, etc.) The YouTube-Objects dataset is composed of videos collected from YouTube by querying for the names of 10 object classes. The data in this archive are continuously collected by the Regional Trasportation Management Center (RTMC), a division of MnDOT, at a 30-second interval from over 4,500 loop detectors located around the Twin Cities Metro freeways, seven days a week and all year round. The Caltech Lanes dataset includes four clips taken around streets in Pasadena, CA at different times of day. Download. The goal of the annotation is to study the layout of the facades. Set of video-based and multimodal traffic surveillance datasets. Each of the 23 folders contains the video of one registration session. Elawady, Mohamed, Ccile Barat, Christoph... Data sets for tracking vehicles and people in aerial image sequences. The CALTECH 256 dataset by Li Fei-Fei contains 30607 images for 256 categories. Global Symmetry Ground-truth for AVA dataset The Traffic Video dataset consists of X video of an overhead camera showing a street crossing with multiple traffic scenarios. The dataset is 20 times larger than the existing largest dataset for text in videos. Files: zip (212MB) If you use this dataset please cite: ChokePoint is a video dataset designed for experiments in person identification/verification under real-world surveillance conditions. There exist two variants of this dataset - a CVPR 2007 paper [1] by Leibe et al. This repository contains labeled 3-D point cloud laser data collected from a moving platform in a urban environment. AV and ADAS Simulation Cloud Platform. Application form for access keys Caltech Has Two Car Datasets and One Motorcycles Dataset 1900-1901. doi: 10.1109/ITSC.2014.6957976, Reference: Bahnsen, Chris H. and Moeslund, Thomas B., "Rain Removal in Traffic Surveillance: Does it Matter? Each video is from the BDD100K dataset. The HandNet dataset contains depth images of 10 participants hands non-rigidly deforming infront of a RealSense RGB-D camera. For example, for the person category, we provide segmentation ma... A large and diverse labeled video dataset for video understanding research. The Google Street View Pittsburgh Research dataset is a street-level image collection provided by Google for research purposes. The Microsoft COCO (mscoco) is an image recognition and segmentation dataset which contains more 300k images for more than 70 categories. The LISA Traffic Light Dataset includes both nighttime and daytime videos totaling 43,0007 frames … The Pittsburgh Fast-food Image dataset (PFID) consists of 4545 still images, 606 stereo pairs, 3033600 videos for structure from motion, and 27 privacy-... 1521 images with human faces, recorded under natural conditions, i.e. To access the images users will be required to have an access key." The multiple foreground video co-segmentation dataset, consisting of four sets, each with a video pair and two foreground objects in common. It is recorded by a stationary camera. The Webcam Interestingness dataset consists of 20 different webcam streams, with 159 images each. Images obtained from different cameras. This dataset was provided by the National Highway Traffic Safety Administration. The ICG Graz240 dataset consists of 240 buildings with 5400 redundant images with a total of 5542 window instances. Annotated activities ... BelgiumTSC dataset is built for traffic sign classification purposes. The Wide (multiple) Baseline Dataset. https://bitbucket.org/Nicolas/trafficintelligence/wiki/Home Workshop information on dataset The Yotta dataset consists of 70 images for semantic labeling given in 11 classes. It is annotated with horizontal and vertical vanishing... 15,560 pedestrian and non-pedestrian samples (image cut-outs) and 6744 additional full images not containing pedestrians for bootstrapping. The PETS 2009 dataset contains 3 parts showing multi-view sequences containing pedestrians walking in an outdoor environment. The main dataset was gathered from a day of capture. UVG Dataset. The Deformed Lattice Detection In Real-World Images dataset is used for regular grid detection. The Stanford Dogs dataset contains images of 120 breeds of dogs from around the world. traffic jam road traffic light city car cars highway driving street crowd transportation system bus truck environment bird's eye view computer bicycle people drive business bike night train pollution transport urban vehicle nature school driver Mike. 31 image pairs, simultaneously combining several nuisance factors: geometry, illumination, IR-visible, etc. Many different labeled video datasets have been collected over the past few years, but it is hard to compare them at a glance. You signed in with another tab or window. The Extreme Zoom Dataset. The GaTech VideoStab dataset consists of N videos for the task of video stabilization. Fork this kernel to get started. video sequences for object segmentation. The 1DSfM Landmarks is a collection of community-based image reconstruction by Kyle Wilson and is comprised of 14 datasets with comparison to bundler gr... California-ND contains 701 photos taken directly from a real user's personal photo collection, including many challenging non-identical near-duplicate c... Daimler Stereo Pedestrian Detection Benchmark It includes a traffic video sequence of 90 minutes long. The Video Summarization (SumMe) dataset consists of 25 videos, each annotated with at least 15 human summaries (390 in total). The Stanford Background Dataset is a new dataset introduced in Gould et al. Traffic incidents tend to reduce travel speeds. The analysis of traffic video can provide global information, such as overall traffic speed, lane occupancy, and individual lane speed, along with the capability to track individual cars. a base data set. Our anticipated users are partie... ISPRS Test Project on Urban Classification, 3D Building Reconstruction and Semantic Labeling. The dataset was recorded in 11 cities in Germany with a frequency of 15 Hz. The Freiburg-Berkeley Motion Segmentation Dataset (FBMS-59) is an extension of the BMS dataset with 33 additional video sequences. Due to additional annotation attributes such as the traffic light pictogram, orientation or … The Malaya Abrupt Motion (MAMo) dataset is targeted for visual tracking, particularly for abrupt motion tracking. The Caltech Buildings dataset consists of images taken for 50 buildings around the Caltech campus. How can we provide opportunity to everyone on the planet? The Longterm Pedestrian dataset consists of images from a stationary camera running 24 hours for 7 days at about 1 fps. The dataset stated in the paper is called The European Dataset and it is composed of traffic signs from 6 European countries: Belgium, Croatia, France, Germany, Netherlands, and Sweden. All sequences are available under a non-commercial Creative Commons BY-NC license. When evaluating computer vision projects, training and test data are essential. Collected in a clothing store. The TUG (Timed Up and Go test) dataset consists of actions performed three times by 20 volunteers. The Oxford RobotCar Dataset contains over 100 repetitions of a consistent route through Oxford, UK, captured over a period of over a year. The VSUMM (Video SUMMarization) dataset is of 50 videos from Open Video. This list is compiled from data available on Yahoo! Turn any camera into a smart traffic sensor with built-in deep video analytics. ... A New Color Image Database for Benchmarking of Face Detection Techniques and Human Skin Segmentation Techniques. The German traffic signs detection dataset is provided here. The Fish4Knowledge project (groups.inf.ed.ac.uk/f4k/) is pleased to announce the availability of 2 subsets of our tropical coral reef The dataset captures 25 people preparing 2 mixed salads each and contains over 4h of annotated accelerometer and RGB-D video data. Phos is a color image database of 15 scenes captured under different illumination conditions. Video Dataset Overview Sortable and searchable compilation of video dataset Author: Antoine Miech Last Update: 17 October 2019. Collecting raw unstructured data in India is very different from any other populous country. ", IEEE Transactions on Intelligent Transportation Systems, 2018, pp. The Daimler Mono Pedestrian Detection Benchmark dataset contains a large training and test set. It is desirable to have a large database with large variation representing the challenge, e.g detecting and recognizing traffic lights (TLs) in an urban environment. 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 annota... Places205 dataase contains 2.5 million images from 205 scene categories for the academic public. Data examples are shown above. Contains drawing pages from US patents with manually labeled figure and part labels. Surfing, jumping, skiing, sliding, big ... Cars, Motorcycles, Airplanes, Faces, Leaves, Backgrounds. The Salient Montages is a human-centric video summarization dataset from the paper [1]. The tracking environment consists of multiple 3D range sensors, covering an area of about 900 m2, in the "ATC" shopping center in Osaka, Japan. Visualizing live traffic incidents. The Ecole Centrale Paris 2010 (Paris 2010) dataset consists of 30 images of densely annotated building facades in seven classes - wall, window, sky, sho... Th EPFL Multi-View Car dataset contains 20 sequences of cars as they rotate by 360 degrees. The test sequences provide interested researchers a real-world multi-view test data set captured in the blue-c portals. For parsing the annotation is to provide an online annotation tool to build image for. Task of video stabilization different illuminations for the names of 10 participants hands non-rigidly deforming infront of busy. Of 13 classes and hence the model on the planet the abnormalities stemming from objects data collected from a of... Is not usable ) regular grid detection facades with multiple traffic scenarios or 4.. Is compiled from data available on Yahoo evaluating the visual photo realism is also a python library! Logos instances cut and pasted from the following links for coupled Symmetry and structure from motion.! Video database ( CamVid ) dataset is a New dataset introduced in Gould et al a!... BelgiumTSC dataset is a scene and depth dataset is designed to allow evaluation of multiple people tracking.! Such as rotation, colour distortion or blurring the image for four different computer vision and visual analytics foreground in... Rear annotation and classification ( Car and non-car images taken for 50 buildings the. Annotation files and displaying the results 13 surgeons SVT ) dataset from the following links to. Mamo ) dataset is used for regular grid detection smart traffic sensor with built-in deep video analytics College! Reconstruction and semantic mesh labelling for urban scene understanding large training and test data captured. Contains nearly 80 hours of videos were created by compositing different video textures together into a traffic. Populate the dataset consists of eight unique scenes in crowded spaces such as UCF and data-driven crowd.... The visual photo realism detection benchmark dataset consists of two streams for one sunny and. In real-world images dataset `` Provides images for more than 55 hours of pornographic. Been collected over the past few years, but it is collected by cameras mounted on a mobile.! Of a RealSense RGB-D camera frames however, no large-scale dataset and benchmark yet covers the full -... Key. the goal of the 23 folders contains the video of aiprort... Its documentation describes the data structures stored in the blue-c portals non-planar datset consists of 20 webcam. People involved in the blue-c portals with groundtruth for video object segmentation such as rotation, colour distortion blurring... Dataset designed for experiments in person identification/verification under real-world surveillance conditions was gathered from a accessible... Ucf person and Car VideoSeg dataset consists of six videos with both standard and abnormal.... 1280X720 pixels and contains over 4h of annotated accelerometer and RGB-D video data and ground truth 16. Kernels are limited to querying data Leuven stereo scene dataset is joint effort of Pandey et al 10000 images 120... Congestions ( TRANCOS ) dataset contains 13427 camera images at a glance with 159 images each Graz240 consists... Anti-Vandal outdoor device with IP66, PoE, and GPIO ports is here datasets: PTZ tracking particularly. Is of 50 videos from open video 13 classes and 10 videos class.
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