Licensed Plate - Character Recognition for LPR, ALPR and ANPR

The dataset features license plates from 32+ countries and includes 1,200,000+ images with OCR. It focuses on plate recognitions and related detection systems, providing detailed information on plate numbers, country, bbox labeling and other data as well as corresponding masks for recognition tasks - Get the data The dataset encompasses plate detection systems, cameras, and character recognition for accurate… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/license-plate-detection.

Dataset Labels

['license_plate']

  Number of Images

{'train': 6176, 'valid': 1765, 'test': 882}

  How to Use

Install datasets:

pip install datasets

Load the dataset:

from datasets import load_dataset

ds = load_dataset("keremberke/license-plate-object-detection", name="full") example = ds['train'][0]

  Roboflow Dataset Page

https://universe.roboflow.com/augmented-startups/vehicle-registration-plates-trudk/dataset/1

  Citation… See the full description on the dataset page: https://huggingface.co/datasets/keremberke/license-plate-object-detection.

Content

The images come from this kaggle dataset. I cropped 209 license plates using the original bounding boxes and using LabelImg i labelled all the single characters, creating a total of 2026 character bounding boxes. Every image comes with a .xml annotation file with the same name, the format used is PascalVOC.

Inside the count.txt you can find the total occurences of each character.

Kaggle Car License Plate Detection

## Overview

Kaggle Car License Plate Detection is a dataset for object detection tasks - it contains Number Plate annotations for 211 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Car And Plate Detection

## Overview

Car And Plate Detection is a dataset for object detection tasks - it contains Cars Plates annotations for 1,717 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Thailand License Plate Recognition

## Overview

Thailand License Plate Recognition is a dataset for object detection tasks - it contains Alphanumeric annotations for 343 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Overview

The License Plates dataset is a object detection dataset of different vehicles (i.e. cars, vans, etc.) and their respective license plate. Annotations also include examples of "vehicle" and "license-plate". This dataset has a train/validation/test split of 245/70/35 respectively. https://i.imgur.com/JmRgjBq.png" alt="Dataset Example">

Use Cases

This dataset could be used to create a vehicle and license plate detection object detection model. Roboflow provides a great guide on creating a license plate and vehicle object detection model.

Using this Dataset

This dataset is a subset of the Open Images Dataset. The annotations are licensed by Google LLC under CC BY 4.0 license. Some annotations have been combined or removed using Roboflow's annotation management tools to better align the annotations with the purpose of the dataset. The images have a CC BY 2.0 license.

About Roboflow

Roboflow creates tools that make computer vision easy to use for any developer, even if you're not a machine learning expert. You can use it to organize, label, inspect, convert, and export your image datasets. And even to train and deploy computer vision models with no code required. https://i.imgur.com/WHFqYSJ.png" alt="https://roboflow.com">

A number plate dataset is a collection of images and corresponding annotations that are used to train a machine learning model to recognize and locate number plates (also known as license plates) in images. The dataset typically consists of images of vehicles taken from various angles and under different lighting conditions, along with annotations specifying the location of the number plates in the images.

The goal of a number plate detection model is to accurately identify and locate the number plates in an image, regardless of the angle, lighting conditions, or background. This can be useful for applications such as automating the process of reading number plates for traffic monitoring, parking management, and vehicle identification.

The annotations in a number plate detection dataset may include the bounding box coordinates of the number plate in the image, as well as the text of the number plate. The dataset may also include additional metadata, such as the type of vehicle (car, truck, etc.), the location where the image was taken, and the date and time the image was taken.

Spain License Plate Dataset containing labeled car images to support license plate recognition, automation, and road safety analytics

The Large License Plate Detection Dataset is an extensive collection of images sourced from Google Open Images, designed for the development and validation of license plate recognition algorithms.

Helmet Detection And License Plate Recognition

## Overview

Helmet Detection And License Plate Recognition is a dataset for object detection tasks - it contains Helmet annotations for 6,562 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Explore a dataset of 313 labeled Persian car images, pre-processed for YOLOv8 object detection.

Iranian Licence Plate Detection

## Overview

Iranian Licence Plate Detection is a dataset for object detection tasks - it contains Licence Plate annotations for 934 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

The Egyptian Cars Plates dataset on Kaggle contains information about Egyptian car plates. The dataset includes the plate number, the car's make and model, the car's color, and the car's registration date.

This dataset could be used for a variety of purposes, such as:

Researching car ownership patterns in Egypt Developing applications that track car movement. Identifying stolen cars Enforcing traffic laws

The dataset is not well-documented, so it is important to do your own research before using it. However, it is a potentially valuable resource for anyone interested in cars or transportation in Egypt.

DATA SOURCE

Hungary License Plate Dataset with annotated images to power computer vision for automated number plate recognition and traffic analysis

Parking License Plate Detection

## Overview

Parking License Plate Detection is a dataset for object detection tasks - it contains License Plate annotations for 350 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Netherlands License Plate Dataset with annotated images to power computer vision models for automated number plate recognition, security, and smart parking

Kenyan Number Plate Detection

## Overview

Kenyan Number Plate Detection is a dataset for object detection tasks - it contains Kenyan Number Plate Detection annotations for 1,006 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [MIT license](https://creativecommons.org/licenses/MIT).

Poland License Plate Dataset with annotated images of vehicles for AI-based license plate detection, smart traffic systems, and surveillance

Dataset Card for "license-plate-text-recognition-full"

  Background Information

This dataset is generated from keremberke/license-plate-object-detection dataset. What we have done is:

Get the Bounding Boxes for each plate in an image, Crop the image to make the plate only visible, Run it through the microsoft/trocr-large-printed model to extract the written information.

  Structure of the Dataset

It has the same structure as the… See the full description on the dataset page: https://huggingface.co/datasets/sonnetechnology/license-plate-text-recognition-full.