iranis-dataset's Introduction

Iranis Dataset

A Large-scale Dataset of Farsi License Plate Characters

This repository contains a large-scale dataset with more than 83,000 images of Farsi numbers and letters collected from real-world license plate images captured by various cameras.

Dataset Charactristics

Category	Label (class name)	Character	# of Instances
Number	0	0	2501
Number	1	1	3495
Number	2	2	3930
Number	3	3	2745
Number	4	4	5774
Number	5	5	3610
Number	6	6	5753
Number	7	7	3736
Number	8	8	3583
Number	9	9	3528
Letter	A	الف	2517
Letter	B	ب	2511
Letter	P	پ	2519
Letter	J	ج	2505
Letter	H	ه	2558
Letter	D	د	2504
Letter	Sin	س	2445
Letter	Sad	ص	2515
Letter	T	ط	2512
Letter	Gh	ق	2482
Letter	L	ل	2502
Letter	M	م	2500
Letter	N	ن	2558
Letter	V	و	2509
Letter	Y	ی	2491
Letter	PuV (Public Vehicle)	ع	2508
Letter	Taxi	ت	2551
Symbol	PwD (People with Disabilities)	🦽	2502
Total			83844

Also Available on

Kaggle: (link)
Data.world: (link)

💻 Contributers

📝Acknowledgement

We would like to thank the Technology Incubation Center of the University of Guilan, Guilan Science and Technology Park, and DadeKavan Khazar Pouya company for their kind supports. We also thank all the graduate and undergraduate students who contributed and were involved in acquiring and labeling data.

Citation

If you have used this dataset, please cite the following paper:

@inproceedings{Tourani2021,
	author = {Tourani, Ali and Soroori, Sajjad and Shahbahrami, Asadollah and Akoushideh, Alireza},
	title = {{Iranis: A Large-scale Dataset of Iranian Vehicles License Plate Characters}},
	booktitle = {2021 5th International Conference on Pattern Recognition and Image Analysis (IPRIA)},
	doi = {10.1109/IPRIA53572.2021.9483461},
	isbn = {978-1-6654-2659-6},
	pages = {1--5},
	publisher = {IEEE},
	url = {https://ieeexplore.ieee.org/document/9483461/},
	year = {2021}
}

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iranis-dataset's Issues

Image Enhancement Techniques

Hi dear @alitourani
I read your paper and a question came to me.
What is the best way to enhance license plate images? and what method did you use?
I would appreciate if you helped me with this.