datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
license-plates-700kpersian-license-plate-v1
Dataset is downloaded from here which was provided at Amirkabir University of Technology.
The dataset is labeled by the authors.
Experimental results show that the fine-tuned model works well in Persian License Plate.
Usage
You can download the dataset easily using HF datasets package in Python:
!pip install datasets
from datasets import load_dataset
dataset = load_dataset("hezarai/persian-license-plate-v1", split="train") # Other splits: validation, test
print(dataset[0])
license-plates-700klicense-plate-object-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.license-plate-datalicense-plate-detection
Licensed Plate - Character Recognition for LPR, ALPR and ANPR
The dataset features license plates from 86 countries and includes 1,940,000+ 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.license-plates-700klicense_platesOver 1.2 million annotated license plates from vehicles around the world.
This dataset is tailored for License Plate Recognition tasks and includes
images from both YouTube and PlatesMania.
Annotation details are provided in the About section below.license-plates_false-positivestaiwan-license-plate-recognitionchinese_license_plate_recunited-states-license-plate-dataset
Dataset of license plate recognition
Dataset offers 73,300+ images of vehicles featuring license plates from the USA, making it an excellent resource for tasks involving OCR (Optical Character Recognition), license plate identification, and vehicle registration data extraction. Each image is accompanied by a CSV file that provides the corresponding plate text and country code, ideal for developing and testing text recognition systems.
With this dataset, researchers and… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/united-states-license-plate-dataset.nepali-private-license-plates
Nepali Private License Plates
HF dataset: mukulboro/nepali-private-license-plates
A YOLO-format object detection dataset of Nepali private vehicle license plates, labeled by
plate type. Nepal currently has 3 different plate types for private vehicles (see Classes
below). Each source photo is provided in its original form plus 4 augmented variants
(blur, contrast, exposure, noise), giving 5,860 image/label pairs from 1,172 unique source photos.
Background
This… See the full description on the dataset page: https://huggingface.co/datasets/mukulboro/nepali-private-license-plates.poland-license-plate-dataset
License Plate Recognition Dataset
Dataset contains 83,700+ photos of license plates, providing a comprehensive resource for OCR (Optical Character Recognition), plate recognition, and vehicle registration analysis. Each image file is paired with a CSV file containing license plate text for use in OCR, plate recognition, and characters recognition tasks.
By leveraging this dataset, researchers can explore traffic patterns, improve traffic management, and train learning models… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/poland-license-plate-dataset.taiwan-license-plate-detectionnetherlands-license-plate-dataset
License Plate Recognition Dataset
Dataset contains 73,400+ high-resolution images of vehicle license plates captured across diverse real-world conditions in the Netherlands. Designed to advance research and development in automatic license plate recognition (ALPR), optical character recognition (OCR), and intelligent traffic management systems.
With this dataset, researchers and developers can build and refine solutions for traffic analysis, transportation management, and… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/netherlands-license-plate-dataset.egypt_cars_and_license_platesfrance-license-plate-dataset
License Plate Recognition Dataset
Dataset comprises 83,700+ photos of vehicle license plates, designed for OCR tasks, automatic number plate recognition (ANPR), and traffic management systems. It includes detailed coordinates for precise character segmentation, enabling high-accuracy recognition in diverse environments.
By leveraging this dataset, developers can enhance optical character recognition (OCR) accuracy, improve identification of stolen vehicles, and refine parking… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/france-license-plate-dataset.FANVID-Face_and_License_Plate_Recognition_in_Low-Resolution_Videos
FANVID: Face and License Plate Recognition in Low-Resolution Videos
Overview
FANVID is a benchmark dataset designed to advance research in face detection and matching and license plate recognition under challenging low-resolution surveillance video conditions. Unlike existing datasets, FANVID features faces and license plates that are unrecognizable in individual frames, encouraging models to leverage temporal context across video sequences for improved recognition.… See the full description on the dataset page: https://huggingface.co/datasets/kv1388/FANVID-Face_and_License_Plate_Recognition_in_Low-Resolution_Videos.belgium-license-plate-dataset
License Plate Recognition Dataset
Dataset offers 65,100+ images of vehicles featuring license plates from the Belgium, making it an excellent resource for tasks involving OCR (Optical Character Recognition), license plate identification, and vehicle registration data extraction. Each image is accompanied by a CSV file that provides the corresponding plate text and country code, ideal for developing and testing text recognition systems.
With this dataset, researchers and… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/belgium-license-plate-dataset.united-kingdom-license-plate-dataset
License Plate Recognition Dataset
Dataset comprises 83,300+ images of vehicle license plates, meticulously annotated for OCR tasks, object detection, and real-time traffic analysis. Designed to advance research in autonomous vehicles, traffic management, and urban mobility.
By leveraging this dataset, researchers and developers can enhance license plate recognition (LPR) systems, improve traffic monitoring, and develop intelligent transportation solutions - Get the data
The… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/united-kingdom-license-plate-dataset.italy-license-plate-dataset
License Plate Recognition Dataset
Dataset offers 74,600+ images of vehicles featuring license plates from Italy, making it an excellent resource for tasks involving OCR (Optical Character Recognition), license plate identification, and vehicle registration data extraction. Each image is accompanied by a CSV file that provides the corresponding plate text and country code, ideal for developing and testing text recognition systems.
By leveraging this dataset, developers can… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/italy-license-plate-dataset.license-platespain-license-plate-dataset
License Plate Recognition Dataset
Dataset offers 83,900+ images of vehicles featuring license plates from Spain, making it an excellent resource for tasks involving OCR (Optical Character Recognition), license plate identification, and vehicle registration data extraction. Each image is accompanied by a CSV file that provides the corresponding plate text and country code, ideal for developing and testing text recognition systems.
With this dataset, researchers and developers can… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/spain-license-plate-dataset.license-plate-detection
License Plate Detection Dataset
Overview
This dataset is designed for License Plate Detection using modern object detection models such as RT-DETR, DETR, YOLO, etc.
It is a cleaned and simplified version of a Roboflow-exported COCO dataset, converted into Hugging Face Datasets format for easy training, evaluation, and reuse.
The dataset contains only one object class: license_plate, making it ideal for single-class detection tasks and real-time pipelines.… See the full description on the dataset page: https://huggingface.co/datasets/justjuu/license-plate-detection.germany-license-plate-dataset
Dataset of license plate recognition
Dataset contains 83,700+ photos of license plates, providing a comprehensive resource for OCR (Optical Character Recognition), plate recognition, and vehicle registration analysis. Each image file is paired with a CSV file containing license plate text for use in OCR, plate recognition, and characters recognition tasks.
By leveraging this dataset, researchers can explore traffic patterns, improve traffic management, and train learning models… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/germany-license-plate-dataset.hungary-license-plate-dataset
License Plate Recognition Dataset
Dataset contains 83,700+ photos of license plates, providing a comprehensive resource for OCR (Optical Character Recognition), plate recognition, and vehicle registration analysis. Each image file is paired with a CSV file containing license plate text for use in OCR, plate recognition, and characters recognition tasks.
With this dataset, researchers and developers can build and refine solutions for traffic analysis, transportation management… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/hungary-license-plate-dataset.tunis-word-tunisian-license-platealgerian-license-plates
Algerian License Plates Detection Dataset
First open-source annotated Algerian license plate detection dataset.
1950 images with YOLO-format bounding box annotations, collected from
publicly available Algerian media sources.
Annotation Format
Each .txt label file: one row per plate
0 cx cy w h
where cx, cy, w, h are normalized to [0, 1]. Class 0 = plate.
Model trained on this dataset
YOLOv8s achieves mAP@50 = 0.993.
Live demo: https://tobni-algerplate.hf.space… See the full description on the dataset page: https://huggingface.co/datasets/tobni/algerian-license-plates.license_plate_roboflow