Indian vehicle image dataset. List of all categories is provided.
Indian vehicle image dataset Kaggle uses cookies from Google to deliver and enhance the quality of its services This dataset is collected by DataCluster Labs, India. The "Joint Aerial dataset for deTection and trAcking of vehicles for road safetY and sUrveillance (JATAYU)" is introduced in this study to address these shortcomings. Model. ai This dataset is an extremely challenging set of over 20,000+ original Number plate images captured and crowdsourced from The project aims to perform various visualizations and provide various insights from the considered Indian automobile dataset by performing data analysis that utilizing machine learning algorithms in R programming language. Please note that the real-world car image has been edited to preserve anonymity. The dataset consists of images obtained from a front facing camera attached to a car. ). Something went wrong and this page crashed! This dataset is an extremely challenging set of over 8000+ original Fire and Smoke images captured and crowdsourced from over 1200+ urban and rural areas, where each image is manually reviewed and verified by computer vision professionals at Datacluster Labs. The most popular Indian vehicle 3988 open source car-truck-bus images. The deep learning platform used for training was TensorFlow, which is offered as a library in Python. 25. This dataset can be used for recoginition and detection for driver assistance systems, autonomus driving etc. Indian Vehicle Dataset (v13, 2023-05-19 1:55pm), created by hf 157 open source vehicle-detection images and annotations in multiple formats for training computer vision models. The data is split into 8,144 training images and 8,041 testing images, where each class has been split roughly in a 50-50 split. 2008 car 1 images. About Dataset. cv — perfect for computer vision, machine learning, and AI projects. API Docs. road-detection indian-driving-dataset semantic-segmentation-dataset. Initially, the dataset consisted of 181 images, meticulously downloaded and manually annotated using the makesense. The images have been taken in varied weather conditions in An automatic vehicle classification (AVC) system designed from either still images or videos has the potential to bring significant benefits to the development of a traffic control system. Vehicle classification, Recognition. ai This dataset is an extremely challenging set of over 20,000+ original Construction vehicle images captured and crowdsourced This dataset is an extremely challenging set of over 8,000+ original Auto vehicle images captured and crowdsourced from over 1200+ urban and rural areas, where each image is manually reviewed and verified by computer vision professionals at Datacluster Labs. Content Moderation Services Boost AI trust & brand reputation. Indian_vehicles dataset by new-workspace-5dsnk In this paper we introduce an Indian Number (licence) plate dataset with 16,192 images and 21683 number plates, along with that we introduce a benchmark model. Additionally, the package includes YOLO format Indian Vehicle dataset for Detection,Classification problems Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Indian Vehicle Dataset (v4, 2023-05-18 3:12pm), created by hf Indian popular cars image. It is observed that there is very little or no dataset available on these niche vehicles like autorickshaw, tempo, trucks, etc. Detection and Classification for Indian Licence Plates. The dataset provided here is a Indian Vehicle Dataset (v14, 2023-05-19 2:41pm), created by hf 157 open source vehicle-detection images and annotations in multiple formats for training computer vision models. Fine-Grained Vehicle Detection (FGVD) dataset in the wild, captured from a moving camera mounted on a car. To access the raw and annotated images, the code is available as python code in the same repository. 206 car 3 images. 218i Explore the world of Indian cars with this EDA notebook! Analyze crucial statistics, clean and engineer features, and delve into visualizations uncovering insights about car prices, fuel types, and more. The raw image of the dataset is available at Doi Number of the article (IEEE dataport): 10. They achieved a The dataset consists of images obtained from a front facing camera attached to a car. Additionally, the package includes YOLO format annotations corresponding to each image, encompassing a total of 21 vehicle categories. XML files for these annotations are generated and saved which are used to extract the labels for training various machine learning algorithms. g. shown to perform well across a multitude of datasets in dif-ferent scenarios. A Dataset Containing latest information regarding cars in indian market. Learn more Contribute to yiming676/Indian-Vehicle-Dataset development by creating an account on GitHub. Annotation Details. The dataset includes 213 lorry images with different structures such as 6-wheel, 8 wheel, and 10 wheels, 56 bus images Every image in the dataset includes imagery of crops or pasture with weeds annotated, and is available in an YOLO derived format. ai This dataset is an extremely challenging set of over 8000+ original Fire and Smoke images captured and crowdsourced The signal control unit can be programmed to terminate the round robin sequence preferentially upon detection of an emergency vehicle. The dataset could be used by the research community working in the fields of Autonomous Vehicles and Driver Assistance System, 5G technology which supports the Vehicle to everything (V2X) communication in which each vehicle is connected to every other entity, Internet of Things, Intelligent Transportation systems, Embedded Software for Automotive The datasets used in the existing DL-based methods [6,7,8,9] do not have vehicle images from the India traffic conditions. 4. OCR Services Optimize data digitally. A Comprehensive Collection of High-Quality Images of Indian Cars. INDIAN CAR DATASET Classification (v1, 2022-11-16 12:28pm), created by CAPSTONE Indian Number Plates Dataset. All the annotations are manually labelled adhering to the strict rules of annotations. The detection result is cropped and each character from the plate is segmented. ai This dataset is an extremely challenging set of over 50,000+ original Vehicle images captured and In this research, we present a dataset for still-image-based vehicle detection that includes one class of pedestrians and 13 different types of vehicles that are seen on Indian urban and rural roads. Mileage: Fuel efficiency (e. (All images were scraped from publicly available sources with Bing . Computer Vision is the scientific subfield of AI concerned with developing algorithms to extract meaningful information from raw images, videos, and sensor data. The dataset includes such scenarios which are important for developing safety critical systems. These images were captured and sourced from over 600 urban and rural locations, with each image undergoing manual review and verification by computer vision experts at Datacluster Labs. Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Includes annotated images of Indian vehicle number The dataset consists of images collected in an unstructured road scenario, driving in adverse weather conditions of rain, fog, lowlight and snow. 21227 Indian vehicle dataset for license plate detection and recognition. Linear SVM or Softmax classifier) for the new dataset. In this study, a Faster RCNN method for precise and effective vehicle detection and recognition deep learning approaches by enhancing images using power-law transformation. The car was driven around Hyderabad, Bangalore cities and their outskirts. Indian Vehicle Dataset (v25, 2024-04-14 3:44pm), created by hf ### **Dataset Features** - Dataset size : 50,000+ images - Captured by : Over 1000+ crowdsource contributors - Resolution : 100% images are HD and above (1920x1080 and This is a niche vehicle dataset originating from India, for which I have created a hazified version available in one of my other projects. These projects can help you get started with things like object speed calculation, object tracking, autonomous vehicles, and smart-city transportation Vehicle classification, Recognition. , kmpl). 2012 Tesla Model S or 2012 BMW M3 coupe. The label set is expanded in comparison to popular benchmarks such as Cityscapes, to account for new classes. This dataset can be used by any object detection frameworks like YOLO or SSD. names: 0: human hauler 1: bicycle 2: bus 3: suv 4: policecar 5: ambulance 6 157 open source vehicle-detection images and annotations in multiple formats for training computer vision models. We’ve made sure our dataset is top-notch and just right for studying Indian traffic. It’s packed with YOLO annotations for Indian vehicle plates, perfect for spotting them on the road. Dataset Features Dataset size : 8000+ Captured by : Over 1200+ crowdsource contributors Resolution This dataset is an extremely challenging set of over 20,000+ original Number plate images captured and crowdsourced from over 700+ urban and rural areas, where each image is manually reviewed and verified by computer vision professionals at Datacluster Labs Dataset Features - Dataset size : 20,000+ - Captured by : Over 4000+ crowdsource contributors - Resolution : A Dataset ofCars Across Major Brands in India. Dataset. It contains 5502 scene images with 210 unique fine-grained labels of multiple vehicle This is a niche vehicle dataset originating from India, for which I have created a hazified version available in one of my other projects. 1045 open source cars-busses-trucks-autos-etc images plus a pre-trained Yolo V8 Indian roads 2992 open source CARS images and annotations in multiple formats for training computer vision models. al. Indian Vehicle Dataset. Star 3 Indian Vehicle Dataset. Workspace Universe Documentation Forum Indic Language Data Pre-labeled Indian language speech datasets. Indian vehicle dataset for license plate detection and recognition. Use this repository to understand the dynamics of the Indian car market. List of 102 open source Indian_Number_Plate images plus a pre-trained Indian Car Bike Number Plate model and API. Figure showing (a) sensors on the vehicle (cameras, LiDAR) and their respective orientations, (b) image of the vehicle used along with the sensor rig. Therefore, these methods are limited to detect vehicles in Indian traffic. Indian Vehicle Dataset (v3, 2023-05-18 2:58pm), created by hf Indian Vehicle dataset for Detection,Classification problems - Indian-Vehicle-Dataset/README. Download the Truck labeled image dataset from images. I'll keep updating the dataset as more In this research, we present a dataset for still-image-based vehicle detection that includes one class of pedestrians and 13 different types of vehicles that are seen on Indian urban and rural roads. Indian Vehicle Dataset (v1, 2023-05-18 11:34am), created by hf The dataset has a wide variety of variations of illumination, distances, view points etc. View All. The category includes images of cars from around the world, curated and annotated by the Roboflow Community. This dataset represents very challenging set of unstructured images of Indian traffic signs. Dataset Features Dataset size : 20,000+ Captured by : Over 1000+ crowdsource contributors Resolution : 100% A complete list of cars in this dataset can be found here. e image dataset consists of 6500 Indian car number plates that are split into 90 and 10 percent for training and testing 157 open source vehicle-detection images and annotations in multiple formats for training computer vision models. Something went wrong and this page crashed! Roboflow hosts the world's biggest set of open-source transportation datasets and pre-trained computer vision models. md at main · datacluster-labs/Indian-Vehicle-Dataset This image shows an example of a traffic safety critical scenario where we can see pedestrians crossing the road in front of a vehicle. DATS_2022 is a complete dataset with images from rural as well as urban Indian traffic scenes. We have proposed an approach to detect licence plates using YOLOv4 [2]. Indian Vehicle- Bus (v1, 2023-09-06 3:13pm), created by DataCluster Labs A Dataset Containing latest information regarding cars in indian market. Classes are typically at the level of Make, Model, Year, e. The images have been A new still image database with proper annotation consisting of Indian Vehicles The raw Indian vehicle dataset contains 383 images. indian_vehicle_classification dataset by RNNN The dataset is meticulously chosen to reflect the difficulties brought on by the state of Indian roads, traffic patterns, and vehicle kinds. Kindly raise an issue if in case you find any copyrighted material in this dataset that you'd like to be removed. Fuel Type: Type of fuel used (Petrol, Diesel, CNG, etc. Data Platform; License off-the-shelf Vehicle image dataset/Car image dataset to train machine learning models to accurately assess vehicle damage, so as to This dataset is an extremely challenging set of over 4,000+ images of bicycle images in the wild. Download the Ambulance labeled image dataset from images. The dataset consists of 3000 images with 3830 labeled objects belonging to 6 different classes including car, motorbike, threewheel, and other: van, bus, and truck. Learn more. Updated Jan 3, 2021; deepanshgoyal33 / Idd. . Initially, we provide baseline results using some state-of-the-art deep learning models on this dataset. Enjoy high-quality, annotated Ambulance images ideal for image classification, object detection, and segmentation. Manufacturer: The company that manufactures the car. To download full dataset or to submit a request for your new data collection needs, please drop a mail to: sales@datacluster. Indian Vehicle Dataset (v24, 2023-08-12 8:49am), created by hf. Dataset Features. The images are mostly of 1080p resolution, but there is also some images with Multi-Class Car Image Collection. In [11], a plate recognition framework employing deep learning is designed. The datasets used in these methods usually contain a single image for a pre-trained on COCO dataset and fine-tuned on Indian vehicle images. Engine Size: The engine displacement in cubic centimeters (cc). Take a ConvNet pretrained on Yolo, remove the last fully-connected layer , then treat the rest of the ConvNet as a fixed feature extractor for the new dataset. and a lot of 50 open source bus images and annotations in multiple formats for training computer vision models. Please cite the paper @misc{tanwar2021indian, title={Indian Licence Plate Dataset in the wild}, author={Sanchit Tanwar and Ayush Tiwari and Ritesh Chowdhry}, year={2021}, eprint We then developed a new dataset "Indian Roads Dataset" (IRD) having more than 8000 annotations extracted from 3000+ images shot using a 64 (megapixel) camera. Analysis of objects in detection and tracking systems can lead to safer roads. This is a Image dataset for Indian Commercial Truck License Plates. The described problem is addressed by training a CNN on a dataset of images of ambulances in the Indian context. In recent years, several large-scale driving datasets capable of handling a myriad of tasks related to Intelligent Transportation Systems (ITS) have become a necessity. Resources Secondary data: JSON Code of Annotated image available in this repository. Overview. The “Indian License Plates with Labels” dataset is a comprehensive collection focusing on Indian vehicle number plates. 1100 car 1 images. ai tool. However some work is necessary to reformat the dataset. Use python getdataset. This INDRA is a dataset capturing videos of Indian roads from the pedestrian point-of-view. Possible applications of the dataset could be in the smart city industry. Created by IDD Project In this research, we present a dataset for still-image-based vehicle detection that includes one class of pedestrians and 13 different types of vehicles that are seen on Indian urban and rural roads. These projects can help you get started with things like object speed calculation, object 1988 open source vehicles images plus a pre-trained Indian Vehicle Classification model and API. The annotated images are accessible using the API key and project ID. Roboflow hosts the world's biggest set of open-source car datasets and pre-trained computer vision models. This dataset is collected by DataCluster Labs. Indian Vehicle Dataset (v25, 2024-04-14 3:44pm), created by hf The dataset consists of niche Indian vehicle images for classification and object detection. Search and download labeled image datasets for computer vision. 157. Given that the number Indian vehicle images used for fine-tuning the detection module and yolov5 were same, we concluded that it is more sample efficient to develop an ANPR solution for Indian conditions based on COCO dataset rather than CCPD dataset. Indian Vehicle dataset for Detection,Classification problems. py to This repository contains the IRUVD (Indian Road User Vehicle Dataset), a comprehensive still-image-based dataset for automatic vehicle detection in urban and rural Indian road conditions. These images are captured using our crowdsourcing platform from over 2000+ different locations, where each image is manually reviewed and verified by our computer vision professionals at Datacluster Labs. then, train a linear classifier (e. Created by IndianNumberPlatesDetection @misc{ indian-car-bike-number-plate_dataset, title = { Indian Car Bike Number Plate Dataset }, type = { Open Source Dataset }, author = { IndianNumberPlatesDetection }, howpublished = { \url{ https Detection and Classification for Indian Licence Plates. 1045 open source cars-busses-trucks-autos-etc images plus a pre-trained Yolo V8 Indian roads dataset model and API. The dataset includes various features such as: Car Name: The name or model of the car. Road Dataset for semantic segmentation: extracted from Indian Driving Dataset. Indian popular cars image. Something went wrong and this page crashed! To use object detection and classification problem for Indian Vehicle dataset which contains robust data. 190d car 1 images. Over the past few years, numerous databases have been developed for the use of researchers in this field of AVD. The dataset consists of more than 10000 images with 45object classes. Created by Tansam The model has been trained on more than 2500 images. Something went wrong and this page crashed! If the issue persists, it's likely a problem on our side. To be used for Computer Vision, Machine Learning, Deep Learning, Automatic Number plate or License Plate Recognition (ALPR), License Plate detection, etc. The Cars dataset contains 16,185 images of 196 classes of cars. The Construction Vehicle Images dataset is an exceptionally demanding collection comprising more than 20,000 original images of construction vehicles. It aims to address the challenges unique to The proposed model not only recognizes tiny cars, but also improves the accuracy of detection in a variety of weather situations, according to extensive testing on the combined datasets of PASCAL 157 open source vehicle-detection images and annotations in multiple formats for training computer vision models. Real-time video sequences have been captured from two different cities in India namely New Delhi and Code to Blur Human Faces and Vehicle License Plates in Video and Images using a SoTA Object Detection model YOLOv8. Essential resource for developing number plate recognition systems. Hence, we had to prepare a dataset of Indian cars to train the character recognition classifier. Enjoy high-quality, annotated Truck images ideal for image classification, object detection, and segmentation. 6500 Indian vehicle images taken both during the day as well as night. The dataset consists of images obtained from a front facing camera attached to a car driven in Hyderabad and Bengaluru. About 1000 images were taken for the dataset from the paper - A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector by Laroca et. Indian Vehicle dataset for Detection,Classification problems The dataset consists of niche Indian vehicle images for classification and object detection. Something went wrong and this page crashed! If the 157 open source vehicle-detection images and annotations in multiple formats for training computer vision models. OK, Got it. • Experimental site – Professor Jayashankar Telangana This dataset is an extremely challenging set of over 8,000+ original Auto vehicle images captured and crowdsourced from over 1200+ urban and rural areas, where each image is manually 157 open source vehicle-detection images and annotations in multiple formats for training computer vision models. Images. To download full dataset or to submit a request for your new data collection needs, please drop a mail to: sales@datacluster. However, no existing dataset (a) caters to the diverse vehicle types plying on traffic streams in developing Designing an automatic vehicle detection (AVD) system from still images or videos would be a useful tool to cater to the requirements of the traffic management system. Edit Project . - GitHub - Defcon27/Data-Analysis-of-Indian-Automobile-dataset-using-Machine-Learning-in-R: The project aims to perform various visualizations and . Price: The price of the car. Dataset of Indian license plate photos for computer vision. Description: Our dataset encompasses a meticulously curated and annotated collection of data, segmented into seven unique categories, each representing a distinct car make and model. Images in the Vehicle Dataset for YOLO dataset have bounding box annotations. INDRA contains 104 videos comprising of 26k 1080p frames, each annotated with a binary road crossing safety label and vehicle bounding boxes. It consists of 10,000 images, finely annotated with 34 classes collected from 182 drive sequences on Indian roads. Over the years, researchers in this domain have created and used a variety of datasets, but most often, these This dataset is collected by DataCluster Labs. 118i car 1 images. Object Detection . Health Check. The dataset categorizes vehicle types according to the Indian Highway Capacity Manual (Indo-HCM). This foundational effort laid the groundwork for a much larger and diverse dataset, expanding Efficient transportation has always been the driving force behind the pace of the nation's progress. Created by Object detection. Dataset Overview. ai This dataset is an extremely challenging set of over 50,000+ original Vehicle images captured and 158 open source Indian-Trucks images plus a pre-trained Indian Vehicle Detection model and API. However, most of them are not acceptable in the Indian scenarios due to certain Vehicle Dataset for YOLO is a dataset for an object detection task. This dataset is an extremely challenging set of over 10,000+ original Vehicle images captured and crowdsourced from over 1000+ urban and rural areas, where each image is manually reviewed and verified by computer vision professionals at Datacluster Labs. Captured by 2000+ unique users It consists of 10,000 images, finely annotated with 34 classes collected from 182 drive sequences on Indian roads. Platform. ai This dataset is an extremely challenging set of over 20,000+ original Number plate images Images of vehicles which are used on construction sites. - C 346 open source vehicle images. On AVC, numerous articles have been published in the literature. It contains a wide variety bicycle images which with different orientations Figure 5. The category includes images of trains, cars, ships, trucks, planes, motorcycles, bridges, emergency vehicles, road signs, bicycles, scooters, and license plates. This dataset is an extremely challenging set of over 20,000+ original Construction vehicle images captured and crowdsourced from over 600+ urban and rural areas, where each image is manually reviewed and verified by computer vision professionals at Datacluster Labs. The dataset comprises varied vehicle classes across different Indian locales. The dataset includes one class of pedestrians and 13 different types of vehicles commonly found on Indian roads. List of all categories is provided. jnjombuzusufwuhqvaggdlopfhwgxlyqudznetheryiiatfezxyryfledqzscmbeohlltdzlefkojixui