Traffic dataset india. The dataset produced a Mean Average Precision(mAP) of 99.

Traffic dataset india csv files for radar scans have nine rows each. 3 lakh by 30%. 27Kb ) Basic Road Statistics of India 2011-12 (5. Dataset of Indian aviation traffic. The dataset has a wide variety of variations of illumination, distances, view points etc. Traffic sign detection dataset extracted from Indian driving dataset. This dataset represents a very challenging set of unstructured images of Indian traffic signboards. Flying Training Organizations; Aircraft Type Training Organization (Pilots) Gliding Training Organization; ELP Training & Testing Service Providers (DGCA), an View India's Traffic Congestion Index: Average: India: Hyderabad from 01 Jan 2019 to 24 Nov 2023 in the chart: max 1y 5y 10y. Licensing Information :- bigcode-openrail-m Downloads last month. IDD-3D: Indian Driving Dataset for 3D Unstructured Road Scenes We highlight high density traffic Traffic Congestion in India. Explore File Road Accidents in India 2017 Bengaluru Traffic Violations Data; Roads; Transport; Governance; PDF; Government of India Other (Public Domain) Respones Please Sign in to write a response . Get The dataset contains year- and month-wise data (as available on the government website) on electronic challans (e-Challans) issued, disposed, and pending with transport and traffic departments in traffic violation cases. Views: 0. Insights on peak traffic times and congested routes can help in implementing dynamic traffic management Basic Road Statistics of India 2016-17 (12. A mix of photo and video mode of the camera was used to capture the images. Learn more. These datasets commonly suffer from three primary shortcomings: a) limited spatio-temporal extents of the data collected, b) a limited number of sources used and parameters observed, and c) limited to a single This resource provides access to a comprehensive collection of datasets available for public use. This uses Pytorch framework for implementation fo the deep learning network architecture. Most datasets are from four-wheeler drivers on well-planned roads and homogeneous traffic. ai This dataset is an extremely challenging set of over The proposed dataset, DATS_2022, is a comprehensive dataset for object detection specific to Indian traffic scenario. Up to 40 total agents and 9 unique agents per frame. It contains the following data: Historical traffic data based on live traffic data (flow and incident). The dataset consists of Indian traffic signs images for classification and detection. Sourced from DGCA and Ministry of Civil Aviation. 97Kb ) Basic Road Statistics of India 2013-14 and 2014-15 (4. 55 Mb ) Basic Road Statistics of India Hourly traffic data on four different junctions. gov. This report, analyzing traffic congestion from February 20 to March 22, 2025 (30 days), offers valuable insights for urban planners, commuters, and policy makers. Route Analysis / Area Analysis India; About this dataset. Unexpected end of JSON input. It allows users to search, browse, and download a wide range of data from various sectors, supporting transparency, research, and informed decision-making. Datasets are published in an open format and are available for usage by public in the formats like CSV, XLS, JSON, XML, RDF, FY2024, the international passenger traffic for Indian carriers stood at ~296. Dataset is annotated only as one class-Traffic Sign. This dataset is collected by Datacluster Labs. For data acquisition, we utilized 12- The Dataset Comprises Image of 59 classes of Indian Traffic Sign and a CSV File. To download full dataset or to submit a request for your new data collection needs, please drop a mail to: sales@datacluster. Indian Traffic Sign Image Dataset. Hourly traffic data on four different junctions. India Road traffic data. India Driving Dataset ; Events; Publications; Dataset. TWITTER BANNER DESCRIPTION META TAG. Annotations include rare and interesting driving behaviors such as Traffic sign boards dataset collected in India Hosted on the Open Science Framework Traffic-Net is a dataset of traffic images, collected in order to ensure that machine learning systems can be trained to detect traffic conditions and provide real-time monitoring, analytics and alerts. The data includes data for states as well as major cities (million plus population) Collections City Explorer Community Organisations Themes Sign in Submit Data. Updated Jan 3, 2021; AbhayVAshokan / Road-Segmentation-Dataset. Through the platform, data sets from across India's extensive administrative landscape can be accessed. Unexpected token < in JSON at position 0. INDRA (INdian Dataset for RoAd crossing) 104 videos from diverse locations, time, traffic patterns, collected using an action camera from different roads of Anand, Gujarat. based on the city of Ahmedabad in Gujarat, India. Public This dataset is The Dataset Comprises Image of 58 classes of Indian Traffic Sign and a CSV File. 390 Index in 24 Nov 2023. To download full dataset or to submit a request for your new data collection needs, please drop a mail to: sales@datacluster. max 1y 5y 10y. Pilot. The idea here was to collect and label unique variables fiscal_year category value unit note; 2023-24: Number of passengers originating: 6905: value in Millions: 2023-24: Number of passenger kilometers: 1064700: value in Millions The proposed dataset, DATS_2022, is a comprehensive dataset for object detection specific to Indian traffic scenario. Moreover, we also introduce the Indian dataset for misbehaviour analysis (AhmST). Homepage Benchmarks Edit Add a new result Link an existing benchmark. NDAP allows users to search, merge, visualize, and download datasets easily. Code Issues Pull requests Road Dataset for semantic segmentation: extracted from Indian Driving Dataset. Something went wrong and this page crashed! If the issue persists, it's likely a CDOs have been running the data work on the ground level and helping the Smart Cities Mission successfully deliver various data initiatives viz. Explore File Road Accidents in India 2018 Road accidents in India 2018 report from MoRTH Views: 0. Each of the rows signifies a different channel of radar data, as described below: a) X Distance, b) Y Distance, c) Standard Deviation in X Distance, d) Standard Deviation in Y Distance, e) Radial Cross-Section [RCS], f) Velocity in X direction, g) Velocity in Y direction, h) Acceleration in X direction, i) Acceleration in Y direction, This dataset is collected by DataCluster Labs. Despite these challenges, the model detects the lanes more accurately as seen in Fig. 10-15 sec long video sequences with 30 frames per second (FPS) were recorded on various locations at different Abstract An Indian Roads Dataset for Supported and Suspended Traffic Lights The catalog Monthly Air Traffic Statistics contains Month wise various operating and traffic parameters viz, Aircraft utilization, Passengers Carried, Passenger kilometer performed, Available seat kilometer, Cargo Carried, Tonne kilometer performed as well as passenger and weight load factor. The dataset consists of images captured using a high-resolution camera in an Request PDF | On Jan 3, 2024, Amit Agarwal and others published ITD: Indian Traffic Dataset for Intelligent Transportation Systems | Find, read and cite all the research you need on ResearchGate Introduction The dataset consists of Indian traffic signs images for classification and detection. Download: Indian SUMO traffic scenario-based misbehaviour detection dataset for connected vehicles. These alternatives include Annotated Imagery Data Object Detection Data AI Training Data Car images 100,000 Stock Images, Image Annotation Services Image Labeling for AI & ML Computer Vision Data Annotated Imagery Data, and 750K+ Furniture Images AI Training Data This paper presents the myEye2Wheeler dataset, a unique resource of real-world gaze behaviour of two-wheeler drivers navigating complex Indian traffic. Dataset for Highway Traffic Analysis through CCTV captured footage. METEOR consists of more than 1000 one-minute video clips, over 2 million annotated A large-scale dual-view driving video dataset for understanding the influence of road and traffic conditions on the ego vehicle’s driving behavior in complex (dense, heterogeneous, and unstructured) traffic scenarios. Access & Usage. The images are annotated using a free, open-source tool. Route Analysis / Area Analysis. The dataset possesses diverse traffic conditions ranging from structured to unstructured road environments to enable heterogeneous task handling, such as vehicle counting and traffic flow MapmyIndia has pioneered the creation of digital maps in India - the most comprehensive, accurate, and continuously updated nationwide map dataset. Road accidents in India - Corrigendum to the 2018 report Views: 0. Add to Mendeley. The Road network of India is second largest road network in The World. The project, funded by Intel, began in November 2017 in partnership with the government of Telangana and Karnataka. 2019 - 2023 | Daily | Index | CEIC Data. MySQL was utilized for data analysis to The objective of Data Portal (https://data. About Dataset **This dataset is collected by Datacluster Labs. Details; Download; Benchmark; Contact; INSAAN; Login Segmentation Dataset Summary. Use this dataset Roads in medium-sized Indian towns often have lots of traffic but no (or disregarded) traffic stops. 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. which is not applicable in Indian conditions. by Ram Sagar With the number of deaths caused by road-related issues and accidents reaching 400 per day in India, it has become imperative to find solutions to minimise Dataset Card for Indian Traffic Rules Dataset Summary This DataSet is curated to Train or fine-tuning LLMs on basic questions on Indian traffic rules. METEOR is a unique dataset in terms of capturing the heterogeneity Road accidents in Karnataka is an annual report from the Karnataka State Police. Something went wrong and this page Unfortunately in the Indian context, traffic dataset development activities have been piecemeal in nature since they are primarily generated as a part of specific studies. Something went wrong Our dataset exceeds previous Indian traffic light datasets in size, annotations, and variance. The dataset contains more than 10,000 images. This makes it hard for the blind to cross roads safely, because vision is crucial to determine when crossing is safe. keyboard_arrow_up Free access to live traffic data and TomTom Traffic Index statistics for India. The dataset consists of images obtained from a front facing camera IDD is a novel dataset for road scene understanding in unstructured environments. But throughout this guide, whenever we refer to ‘traffic data’, we’re talking about data which counts and measures automobiles and public transport found on ordinary roads. This usually corresponds to well-delineated infrastructure such as lanes, a small IDD3D: Indian Driving Dataset for 3D Unstructured Roads, Published at WACV 2023. Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. providing Datasets and Data Stories for the Open Data Portal, supporting completion of assessments such as Ease of Living, Municipal Performance Index, Data Maturity Assessment, ClimateSmart Cities Assessment etc. Check out live and typical traffic in India. It helps in understanding traffic patterns, identifying peak congestion times, and planning for more efficient transportation strategies. XML files for these annotations are generated and saved which are used to extract the labels for training various Web-crawling was done to create a custom-built dataset for Indian traffic conditions. As a part of this work, we try to come up with a dataset: L-TWITS that focuses on Indian trafc context, and contains tweets discussing incidents and scenarios in Indian trafc. Traffic Management Platform While several datasets for autonomous navigation have become available in recent years, they have tended to focus on structured driving environments. 20 % using Airports Authority of India, Rajiv Gandhi Bhawan, Safdarjung Airport, New Delhi-110003 Ph : 91-11-24632950 The "Road Accidents in India" data analysis project aims to explore and derive insights from a dataset obtained from Kaggle comprising three CSV files: Accidents, Casualties and Vehicles. This records a decrease from the The dataset contains year-wise historical master data pertaining to Indian Railways, with the specifics of information including Assets, Employees, Transportation, Traffic, Revenue, Expenditure, and Others. Use the dataset to analyze traffic patterns in India’s densely populated cities. OK, Got it. We introduce INDRA (INdian Dataset for RoAd crossing), the first dataset capturing videos of Indian roads from the pedestrian point-of-view. However, traffic data has many sub-categories beyond this: rail traffic, freight traffic and marine traffic all tell you about the flow of vehicles in specific places and industries. Various dataset criteria like size, capturing device, a number of cities, and variations of traffic light orientations are considered. Regardless of these challenges, the Indian dataset has achieved higher precision in detecting lanes and signs compared to the benchmark dataset. The dataset has a wide variety of variations of illumination, Datasets for Indian traffic signs. We prove the amelioration of our dataset by providing an extensive comparison with existing Indian datasets. Traffic Congestion Index: Average: India: Mumbai data was reported at 6. The dataset contains report for 2020, 2021, 2022 and 2023. Licence: Public Domain. 95Kb ) The Road network of India is second largest road network in The World. Explore File Explore similar topics Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Indian traffic conditions are often a rush with people, vehicles and with animals positioned haphazardly on the road. Unexpected end of JSON input The proposed dataset, DATS_2022, is a comprehensive dataset for object detection specific to Indian traffic scenario. Something went wrong and this page crashed! If the issue persists, it's likely a problem on our side. Apply. Show more. Dataset A new and complex traffic dataset for unstructured scenarios in India. Something went METEOR is a complex traffic dataset which captures traffic patterns in unstructured scenarios in India. INDRA is a dataset capturing videos of Indian roads from the pedestrian point-of-view. It also includes details on e-Challans taken to court, along with their disposal and pending status. Dataset Features: The data includes international and domestic aircraft movements, passenger traffic, and freight traffic for all Indian airports. The dataset can be downloaded from Indian Traffic Dataset For Autonomous Vehicles. The dataset consists of images captured using a high-resolution camera in an android phone. Additionally, the dataset covers the amount collected The Speed and Traffic pattern derived from Traffic data and/or GPS probes datasets are geo referenced to Map database to help the authorities to make informed decisions for planning traffic situations. In line with ICRA’s estimates, the international passenger traffic for Indian carriers in FY2024 also surpassed the peak levels of ~259. 15 d(i). Basic Road Statistics of India 2016-17 (22Mb ) Basic Road Statistics of India 2015-16 (4. INDRA contains 104 videos comprising of 26k 1080p frames, each annotated with a binary road crossing safety label and vehicle bounding boxes. Author: see data set URL created: April 4, 2023 Group: Planning Policy Transport: Organization: TUMI: Formats: url. The label set is An apex organisation under the Central Government, is entrusted with the task of formulating and administering, in consultation with other Central Ministries/Departments, State Governments/UT Administrations, organisations and individuals, policies for Road Transport, National Highways and Transport Research with a view to increasing the mobility and efficiency of the road Curated sets of data to aid research initiatives. , there are no such datasets for developing countries. 62Kb ) Basic Road Statistics of India 2008-09, 2009-10 & 2010-11(6. The dataset addresses a critical need for high-quality, detailed spatiotemporal data in the field of transportation engineering, especially in the context of heterogeneous traffic conditions Multi-Class Image Classification on Indian Traffic Signs Dataset (85 Classes) Multi-Class Image Classification on Indian Traffic Signs Dataset (85 Classes) Kaggle uses cookies from Google to deliver and enhance the quality of its This project demonstrates the classification of traffic signs in video sequences, using deep learning convolutional network architecture. The dataset consists of images obtained from a front facing camera attached to a car driven in Hyderabad and Bengaluru. We introduce INDRA (INdian Dataset for RoAd crossing), the first dataset capturing videos of Indian roads from the Keywords are tags assigned to datasets by providers, helping users find relevant datasets through search. Get premium quality digital map data, APIs, Smart City Solutions, GPS navigation, This dataset falls under the category Planning & Policy. Dataset of over 70 different Indian Traffic Signs. XML files for these annotations are generated and saved which are used to extract the labels for training Air Traffic Controllers Flight Dispatcher; Training. 95 Kb ) Basic Road Statistics of India 2015-16 (4. ‍ The driving conditions The dataset consists of Indian traffic signs images for classification and detection. Some examples from the dataset showing different traffic scenarios, LiDAR data with annotations, and a sample of LiDAR point clouds projected on camera data. Something went wrong and this page DATS_2022 is a dataset that covers the images from Indian roads to capture the unstructured Indian traffic scenario. The proposed dataset Dataset of over 70 different Indian Traffic Signs. 57Kb ) Basic Road Statistics of India 2012-13(2. ai This dataset is an extremely challenging set of over Maximum of 1000 and Minimum 5 characters allowed on Feedback & 1000 characters remaining > India’s First, Open Source Traffic Dataset Is Paving The Road For Autonomous Vehicles. Explore the complex dynamics of India’s road traffic with our comprehensive dataset, providing detailed insights into congestion patterns, vehicle distributions, and peak travel times across Hourly traffic data on four different junctions Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. This dataset is an extremely challenging set of over 2000+ original Indian Traffic Sign images captured and crowdsourced . 98 Mb ) Basic Road Statistics of India 2013-14 and 2014-15 (4. Author links open overlay panel Umesh Bodkhe 1 a, Sudeep Tanwar 1 a. Road accidents statistics in India for 2022. The team at IIIT Hyderabad drove around Hyderabad and Bengaluru, areas known for traffic congestion. No IDD (Indian Driving Dataset) is the world’s first dataset of Indian driving conditions. Star 7. Home Road accidents in major cities classified by type of traffic violation in major Indian cities (pop > 1m). The Indian Traffic Signboard Image Dataset is a comprehensive collection of images aimed at advancing the classification and detection of traffic signs across India. Explore the dataset using the below links: Domestic, international, cargo, on time performance, passenger load factor, grievances and more data points reported on the Ministry of Civil Aviation site Mid-2022 to Open Government Data Platform (OGD) India is a single-point of access to Resources in an open format published by Ministries/Departments/Organizations of GoI. 8 lakh, a YoY growth of ~24%, and higher than the pre-Covid 227. The dataset has images in 3 different types of traffic signs in India. In south-east Asian countries, such as India, the traffic Dataset of Indian Highways: Ideal for Autonomous Vehicle & Lane Departure System. ; Video Specifications - Format: MOV, Resolution: 1920*1080, Roads in medium-sized Indian towns often have lots of traffic but no (or disregarded) traffic stops. in) is to facilitate open access to Government of India owned shareable data (along with its usage information) in machine readable form through internet all over the country in a periodically updatable manner. In such situations, crowd behavior demonstrates low diversity and average densities. 28 % using yolov4 and 99. Dataset of Indian Highways: Ideal for Autonomous Vehicle & Lane Departure System. It consists of 10,000 images, finely annotated with 34 classes collected from 182 drive sequences on Indian roads. 0 lakh in FY2019 (April–March 2019). Learn more OpenCity aspires to bring in visibility and transparency into urban local governance and enable data based decision making in cities. road-detection indian-driving-dataset semantic-segmentation What are similar products to Annotated Indian Traffic Dataset? This product has 3 related products. ai **. The Road Accident Analysis in India project uses Python and Matplotlib to analyze road accidents, providing insights for policymakers. Kaggle uses cookies from Google to deliver and enhance the quality of its services and to Although there are tweet datasets containing trafc infor-mation for developed countries like USA, UK, Australia etc. The developed models were found to perform decently in Indian traffic conditions with more than 90% accuracy showing the efficacy of the models in Indian conditions. The images have been taken in varied weather conditions in daylight, evening and nights. Captured by a diverse range of contributors, the dataset includes Department of Transport (Govt of NCT of Delhi) in association with IIIT-Delhi now publishes transit datasets (static and dynamic/real-time) on Open Transit Data for enterprises, third-party developers, researchers, and other members of the Nutritional Data of 250+ Indian Dishes | Calories, Protein, Carbs & More Indian Food Nutritional Values Dataset (2025) | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. This METEOR is a complex traffic dataset which captures traffic patterns in unstructured scenarios in India. The dataset produced a Mean Average Precision(mAP) of 99. This is part of DeepQuest AI's to train Figure 1. METEOR consists of more than 1000 one-minute video clips, over 2 million annotated frames with ego-vehicle trajectories, and more than 13 million bounding boxes for surrounding vehicles or traffic agents. Traffic Congestion Index: Average: India: Mumbai. evenly distributed traffic. traffic-sign-detection indian-driving-dataset. Source: A Dataset and Model for Crossing Indian Roads. Our dataset offers a critical lens into the unique visual attention patterns and insights into the decision-making of Indian This dataset falls under the category Planning & Policy Planning. 90. keyboard_arrow_up content_copy. The sub-categories of data contained in the dataset include capital, investment, total electrified and running route of railways, number of stations, types of The National Data and Analytics Platform (NDAP) facilitates and improves access to Indian government data. Acts and Rules of Government of India, thereby promoting wider accessibility and application of government We propose a novel high-resolution dataset named, “Dataset for Indian Road Scenarios (DIRS21)” for developing perception systems for advanced driver assistance systems. Published in: 2021 International Conference on COMmunication Systems & NETworkS (COMSNETS) Article #: The . Datasets for Indian traffic signs. Data visualization techniques offer a comprehensive understanding of road safety issues, aiding India Driving Dataset . nfqqlf wcjc qdxkz eml edtvo korrera oelpmgl bgh sueqgc acqbo frtws kgmn vnfgwd judp jpj