License Plate Recognition Computer Vision Tools

There are 45 license plate recognition tools tracked. 5 score above 50 (established tier). The highest-rated is parkpow/deep-license-plate-recognition at 64/100 with 642 stars. 1 of the top 10 are actively maintained.

Get all 45 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=computer-vision&subcategory=license-plate-recognition&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	parkpow/deep-license-plate-recognition Automatic License Plate Recognition (ALPR) or Automatic Number Plate...	64	Established	642	C++
2	we0091234/Chinese_license_plate_detection_recognition yolov5 车牌检测车牌识别中文车牌识别检测支持12种中文车牌支持双层车牌	52	Established	1,775	Python
3	liuruoze/EasyPR (CGCSTCD'2017) An easy, flexible, and accurate plate recognition project for...	51	Established	6,421	C++
4	szad670401/HyperLPR High Performance Chinese License Plate Recognition Framework.	51	Established	6,086	C++
5	DoubangoTelecom/ultimateALPR-SDK World's fastest ANPR / ALPR implementation for CPUs, GPUs, VPUs and NPUs...	50	Established	709	C++
6	faisalthaheem/open-lpr Open Source and Free License Plate Recognition Software	49	Emerging	218	Python
7	Pandede/WPODNet-Pytorch The implementation of ECCV 2018 paper "License Plate Detection and...	48	Emerging	34	Python
8	Muhammad-Zeerak-Khan/Automatic-License-Plate-Recognition-using-YOLOv8 License Plate Detection using YOLOv8	44	Emerging	428	Python
9	truthofmatthew/persian-license-plate-recognition PLPR utilizes YOLOv5 and custom models for high-accuracy Persian license...	44	Emerging	450	Python
10	zhang-can/EasyPR-DLL-CSharp EasyPR 1.5 的DLL版本——通过C#调用DLL文件来实现界面展现。(The DLL version of EasyPR 1.5:...	43	Emerging	241	C++
11	mftnakrsu/Automatic_Number_Plate_Recognition_YOLO_OCR Automatic number plate recognition using tech: Yolo, OCR, Scene text...	40	Emerging	189	Python
12	jasur-2902/CarRecognition This is one of the best vehicle recognition applications. It can determine...	39	Emerging	130	Java
13	Qengineering/PaddleOCR-Lite-Document PaddleOCR Lite document scanner on bare Raspberry Pi 4	38	Emerging	28	C++
14	Runoi/ANPR-System High-accuracy Russian ANPR system built with YOLOv8 for detection and an...	38	Emerging	20	Jupyter Notebook
15	mlapaglia/OpenAlprWebhookProcessor An OpenALPR Webhook Processor for IP Camera Overlays	37	Emerging	25	C#
16	zeusees/License-Plate-Detector 基于Yolov5车牌检测,更快更准.	36	Emerging	1,283	Python
17	zeusees/HyperVID 开源移动端车型识别 Mobile Plateform Vehicle Identification Model	36	Emerging	454	C++
18	GuiltyNeuron/ANPR license plate detection and recognition	36	Emerging	398	Python
19	apoorva-dave/LicensePlateDetector Detects license plate of car and recognizes its characters	35	Emerging	360	Python
20	Avafly/PaddleOCR-ncnn-CPP C++ implementations of PP-OCRv3 and PP-OCRv5 using ncnn for inference.	34	Emerging	60	C++
21	ablanco1950/LicensePlate_Yolov8_Filters_PaddleOCR Recognition of license plate numbers, in any format, by automatic detection...	34	Emerging	28	Python
22	HamzaEzzRa/MLPDR Moroccan license plate detection & recognition. Built with YOLOv3 and PyQt.	33	Emerging	21	Python
23	ramajoballester/UC3M-LP UC3M License Plate detection and recognition dataset	32	Emerging	23	Python
24	codeproject/CodeProject.AI-ALPR An ALPR module for CodeProject.AI Server	31	Emerging	10	Python
25	barzansaeedpour/ANPR-YOLOv8 This project utilizes YOLOv8 for the purpose of Automatic Number Plate...	30	Emerging	21	Jupyter Notebook
26	Ozodbek47/BluringFacesAndLicensePlates License Plate, Head blurring / pixelation using Yolov5 & Face blurring using...	30	Emerging	18	Python
27	wasdac9/automatic-number-plate-recognition Automatic Number Plate Recognition with YOLOv5 and PyTorch	30	Emerging	19	Jupyter Notebook
28	IotchulindraRai/Number_plate_detectionusing-Yolov8 created number plate detection using Yolov8 model and able to detect vehicle...	29	Experimental	10	Python
29	FardinHash/EasyOCR-based-Automatic-Bangla-License-Plate-Recognition EasyOCR is basically Optical Character Reading package that belongs from...	29	Experimental	14	Jupyter Notebook
30	andreybicalho/VrpdrApp Simple Mobile App for License Plate Recognition.	29	Experimental	11	Java
31	ZEraX4/E-ALPR Automatic Licence Plate Recognition System for Egyptian Plates (E-ALPR)	28	Experimental	9	Python
32	Qengineering/PaddleOCR-Lite-License PaddleOCR Lite license plate detection on bare Raspberry Pi 4	27	Experimental	10	C++
33	gyupro/EasyKoreanLpDetector I am sharing a Korean license plate recognition system. 깃헙에 어렵고 잘 안 되는 한국...	27	Experimental	46	Python
34	smeyanoff/car-number-detection Car's plate detection and car's colour detection with YOLO5 and LPRnet	27	Experimental	59	Python
35	NASO7Y/OCR_Egyptian_ID Egyptian ID Card Recognition System 💳 A Python-based application to detect...	26	Experimental	43	Python
36	Adilkhan04/ALPR Powerful ALPR with YOLOv8, ESRGAN & EasyOCR! ⚡️ Detect & read license...	26	Experimental	11	Python
37	IhabBendidi/Android-licence-plate-detection-recognition Offline Android application for detecting license plates in cars and...	25	Experimental	40	Java
38	DivitMittal/Zesta-Car-App Swift license plate recognition deep learning model with a...	24	Experimental	11	Jupyter Notebook
39	theos-ai/license-plate-recognition Automatic License Plate Recognition System built using YOLOv7 in Python	22	Experimental	20	Python
40	dufflink/car-license-plate-detection Object detection with CreateML	21	Experimental	8	Swift
41	matin-ghorbani/Iranian-License-Plate-Pipeline Implement a Iranian license plate pipeline	20	Experimental	14	Python
42	ShanY-33/Anonymization-of-Dashcam-Recordings tiny human face and license plate detection	20	Experimental	9	Java
43	thumbdev/Ukraine-License-Plate-Recognition-For-Raspberry-Pi This is a qt project to control automatic barrier gate with raspberry pi.	14	Experimental	9	C++
44	theos-ai/easy-paddle-ocr This a clean and easy-to-use implementation of Paddle OCR. Made with ❤️ by Theos AI.	12	Experimental	19	Python
45	SajjadAemmi/VLPR Vehicle and License Plate Recognition	11	Experimental	22	C++

Comparisons in this category

HyperLPR and ultimateALPR-SDK (51 vs 50) deep-license-plate-recognition and HyperLPR (64 vs 51) Chinese_license_plate_detection_recognition and License-Plate-Detector (52 vs 36) Chinese_license_plate_detection_recognition and Automatic-License-Plate-Recognition-using-YOLOv8 (52 vs 44) Chinese_license_plate_detection_recognition and Automatic_Number_Plate_Recognition_YOLO_OCR (52 vs 40) deep-license-plate-recognition and ultimateALPR-SDK (64 vs 50) deep-license-plate-recognition and ANPR (64 vs 36) deep-license-plate-recognition and LicensePlateDetector (64 vs 35) deep-license-plate-recognition and open-lpr (64 vs 49) deep-license-plate-recognition and ANPR-System (64 vs 38)