The dataset consists of the following road-agent categories - car, bus, truck, rickshaw, pedestrian, scooter, motorcycle, and other roadagents such as carts and animals. [2004.03044] When, Where, and What? A New Dataset for ... List of datasets for machine-learning research - Wikipedia Paper. CULane Dataset - Xingang Pan Ai City Challenge In computer vision, face images have been used extensively to develop facial recognition systems, face detection, and many other projects that use images of faces. A dataset of highway traffic videos used for clustering video . IDD. These trajectories are only representative of HAA operations; they may not be representative of different types of helicopter operations. Enterprise access to Mapbox global traffic data that works with OpenStreetMap, HERE, or TomTom. It's time to stack up the frames and create a video: # specify video name pathOut = 'vehicle_detection_v3.mp4' # specify frames per second fps = 14.0. The LISA Traffic Sign Dataset is a set of videos and annotated frames containing US traffic signs. Just download this video and use it!To downlaod 4k video you can use youtube-dl or one of these really bad websites.youtube-dl -f 313 MNn9qKG2UFIIf you lik. We have divided the dataset into 88880 for training set, 9675 for validation set, and 34680 . India's First, Open Source Traffic Dataset Is Paving The Road For Autonomous Vehicles. The training videos contain video with normal situations. They include events like road construction and traffic accidents. A collection of Web (HTTP) requests for the month of November 2009. CUHK Avenue Dataset: This dataset contains 16 training and 21 testing video clips. Special interest on intersection surveillance. Aerial View Of Chicago Streets From Elevated Footbridge. DriveU Traffic Light Dataset (DTLD) It contains more than 40.000 images and 230 000 annotated traffic lights and is the largest database for traffic light detection so far containing bounding box labels, track identities and furthermore the following attributes: phase, pictogram, relevancy, occlusion, number of light units and orientation. M … Figure 4 shows the samples of the video data. It is collected by cameras mounted on six different vehicles driven by different drivers in Beijing. The dataset can be downloaded from the IEEE DataPort. It was created on the Intelligence Advanced Research Projects Activity (IARPA) Deep Intermodal Video Analytics (DIVA) program to support DIVA performers and the broader research community. video data Description This a database of video of traffic on the highway used in [1] and [2]. However, the unavailability of benchmark dataset of real traffic videos is the major bottleneck in doing research. The first dataset is an urban city traffic image dataset, which contains 5061 traffic crash images and 5573 noncrash traffic images. It is recorded by a stationary camera. Video anomaly detection (VAD) has been extensively studied. To access the images users will be required to have an access key." More Options, and Resources: Image Datasets. Know more here. Technical Summary: Video data - Sixty seven 10 second 720P (1280x720) 30 fps videos (20,100 frames) Class definitions (12) - vehicle, pedestrian, road, sidewalk, bicycle, motorcycle, building, terrain (horizontal vegetation), vegetation (vertical vegetation), pole, traffic light, and traffic . Comma.ai: Dataset featuring 7 hours of highway driving that also details the car's GPS coordinates, speed, acceleration, and steering angles. Datasets consisting primarily of images or videos for tasks such as object detection, facial recognition, and multi-label classification.. Facial recognition. The dataset consists of 10 hours of videos captured with a Cannon EOS 550D camera at 24 different locations at Beijing and Tianjin in China. Custom Traffic Sign Dataset (YOLO format) For this project, due to time constraints, we decided to use a publicly available dataset (German traffic signs) to train YOLO on our custom dataset which can be found here . The dataset is designed for activity detection in multi-camera environments. First, we introduce DoTA, a large-scale ego-centric traffic video dataset to support VAD and VAR; to the best of our knowledge this is the largest traffic video anomaly dataset and the first containing detailed temporal, spatial, and categorical annotations. Overall, the dataset contains approximately 13 motorized vehicles, 5 pedestrians and 2 bicycles per frame, respectively. The dataset and annotations are available at the mevadata.org site. Li Xu, He Huang, Jun Liu. JSON object format: While several datasets for autonomous navigation have become available in recent years, they have tended to focus on structured driving environments. More than 44 minutes of annotated traffic light data captured in San Diego, USA. The dataset includes 10,000 test images and 50,000 training images divided into five training batches. To train and test the model we have used German Traffic Sign Dataset (GTSRB) which contains more than 50,000. traffic sign images which is divided into 43 classes (e.g. Try coronavirus covid-19 or education outcomes site:data.gov. 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. [2] proposed an airborne wide area traffic- monitoring system called LUMOS. Description of Dataset: These datasets are composed of 24 Hours of real sequences, showing a level crossing where some vehicles stop due to its particular configuration: on the right side of the LC, there is an avenue, parallel to the LC. YouTube-8M Dataset. An infrared camera was installed on an aircraft to capture and analyse videos from a height of 600 m. For street view traffic surveillance, camera can be installed at either lateral or overhead viewpoint. Traffic Web Cam Images Dataset "Provides images for the City of Ottawa's traffic web cams. So a traffic light is located just after the LC. Oracle . CADP dataset provides samples for accident detection and forecasting type analysis Average length of videos in our dataset is 366 frames per video with longest video consisting of 554 frames Time to accident - duration from time 0 in video to onset of first accident in annotated videos is 3.69 seconds Dataset Comparison Network Architecture Paper Traffic video data set collection Traffic video datasets of different places under different lighting conditions with different intensity of vehicles are provided by us. Mike. The video contains 30652 frames in total. RGB-D-T based Face Recognition. This paper proposes traffic anomaly detection with a \\textit{when-where-what} pipeline to detect, localize, and recognize anomalous events from egocentric videos. LISA or Laboratory for Intelligent & Safe Automobiles Traffic Sign Dataset is a set of annotated frames and videos that contains US traffic signs. Total dataset size is 100GB and increasing with more than 1000 one-minute video clips, over 2 million annotated frames with ego-vehicle trajectories, and more than 13 million bounding boxes. The dataset for abnormal event detection in video surveillance: Following are the comprehensive datasets that are used to train models for anomaly detection tasks. Description We provide a dataset of dense and heterogeneous traffic videos. traffic-surveillance-dataset. 5.3 AVSS 2007 traffic dataset. Dataset Summary Public database released in conjunction with SCIA 2011, 24-26 May, 2011 More than 20 000 images with 20% labeled Contains 3488 traffic signs Sequences from highways and cities recorded from more that 350 km of Swedish roads . Traffic Seen Through The Rain. This dataset is big enough which will help train model more accurately and help us achieve better results. In building our November 2013 public data listing, we cleaned up several broken links for our State Traffic Safety Information datasets - eliminating 480 broken links and replacing them with three much larger and more useful datasets. Visualizing live traffic incidents. Release News Steps Involved . We collected large number of CCTV videos from online since there is no public database for crash detection. 167. CUHK Square Dataset. VAP Trimodal People Segmentation Dataset. Dataset Search. Endowing Intelligent Transportation Systems (ITS) with such a capability could help solve crimes on roadways. 27/12/2018. The dataset includes 10,000 test images and 50,000 training images divided into five training batches. You may notice that our new inventory is a little smaller than our data.gov listings. CUHK Square dataset includes a traffic video sequence of 60 minutes long. These alternatives include Indian Traffic Videos (MP4) - city, highway and suburban roads, Automaton AI Dental Radiographs Image Data (x-ray, annotated) , and Image annotation Text annotation Video annotation Audio transcription. One major impediment to the advancement of fine-grain vehicle recognition models is the lack of video testbench datasets with . This is a dataset for sound event detection in urban environments, which is the first of a series of datasets planned within an ongoing research project for urban noise monitoring in Montevideo city, Uruguay. TJRD TS: http://tjrdts.linknova.cn (vehicle were tracking through millimeter wave radar sensors installed along the freeways in sequence, and . Application form for access keys Caltech Has Two Car Datasets and One Motorcycles Dataset BAUM-1: BAUM-1 dataset contains 1184 multimodal facial video clips collected from 31 subjects. The MATLAB-standard rhinos.avi and traffic.avi videos are shipped with some toolboxes, like the Image Processing Toolbox. bibtex. The videos are recorded at 25 frames per seconds (fps), with resolution of 960×540 pixels. The dataset contains trajectories sampled from the helicopter air ambulance (HAA) encounter model. Video Datasets Experimental setup for semantic video texture annotation on the DynTex dataset. Learn more about Dataset Search. Set of video-based and multimodal traffic surveillance datasets. Anomaly detection - detecting anomalies such as crashes, stalled . IITH_Accident Dataset. LISA or Laboratory for Intelligent & Safe Automobiles Traffic Sign Dataset is a set of annotated frames and videos that contains US traffic signs. This release focuses on traffic noise, hence the name MAVD-traffic, as it is usually the predominant noise source in . Car Crash Dataset (CCD) is collected for traffic accident analysis. (More on Web Traffic project). 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