License Plate Recognition Computer Vision Tools

There are 67 license plate recognition tools tracked. 10 score above 50 (established tier). The highest-rated is parkpow/deep-license-plate-recognition at 61/100 with 642 stars.

Get all 67 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...	61	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	59	Established	1,775	Python
3	DoubangoTelecom/ultimateALPR-SDK World's fastest ANPR / ALPR implementation for CPUs, GPUs, VPUs and NPUs...	57	Established	709	C++
4	faisalthaheem/open-lpr Open Source and Free License Plate Recognition Software	56	Established	218	Python
5	Muhammad-Zeerak-Khan/Automatic-License-Plate-Recognition-using-YOLOv8 License Plate Detection using YOLOv8	51	Established	428	Python
6	szad670401/HyperLPR High Performance Chinese License Plate Recognition Framework.	51	Established	6,086	C++
7	liuruoze/EasyPR (CGCSTCD'2017) An easy, flexible, and accurate plate recognition project for...	51	Established	6,421	C++
8	Pandede/WPODNet-Pytorch The implementation of ECCV 2018 paper "License Plate Detection and...	51	Established	34	Python
9	truthofmatthew/persian-license-plate-recognition PLPR utilizes YOLOv5 and custom models for high-accuracy Persian license...	51	Established	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:...	50	Established	241	C++
11	mftnakrsu/Automatic_Number_Plate_Recognition_YOLO_OCR Automatic number plate recognition using tech: Yolo, OCR, Scene text...	47	Emerging	189	Python
12	jasur-2902/CarRecognition This is one of the best vehicle recognition applications. It can determine...	46	Emerging	130	Java
13	mlapaglia/OpenAlprWebhookProcessor An OpenALPR Webhook Processor for IP Camera Overlays	44	Emerging	25	C#
14	zeusees/HyperVID 开源移动端车型识别 Mobile Plateform Vehicle Identification Model	43	Emerging	454	C++
15	ValerioSpagnoli/EyeRoad Vehicles and plate detection and tracking with string plate recognition.	43	Emerging	5	Python
16	zeusees/License-Plate-Detector 基于Yolov5车牌检测,更快更准.	43	Emerging	1,283	Python
17	GuiltyNeuron/ANPR license plate detection and recognition	43	Emerging	398	Python
18	Runoi/ANPR-System High-accuracy Russian ANPR system built with YOLOv8 for detection and an...	42	Emerging	20	Jupyter Notebook
19	apoorva-dave/LicensePlateDetector Detects license plate of car and recognizes its characters	42	Emerging	360	Python
20	Qengineering/PaddleOCR-Lite-Document PaddleOCR Lite document scanner on bare Raspberry Pi 4	42	Emerging	28	C++
21	ablanco1950/LicensePlate_Yolov8_Filters_PaddleOCR Recognition of license plate numbers, in any format, by automatic detection...	41	Emerging	28	Python
22	HamzaEzzRa/MLPDR Moroccan license plate detection & recognition. Built with YOLOv3 and PyQt.	40	Emerging	21	Python
23	codeproject/CodeProject.AI-ALPR An ALPR module for CodeProject.AI Server	38	Emerging	10	Python
24	Ozodbek47/BluringFacesAndLicensePlates License Plate, Head blurring / pixelation using Yolov5 & Face blurring using...	37	Emerging	18	Python
25	barzansaeedpour/ANPR-YOLOv8 This project utilizes YOLOv8 for the purpose of Automatic Number Plate...	37	Emerging	21	Jupyter Notebook
26	wasdac9/automatic-number-plate-recognition Automatic Number Plate Recognition with YOLOv5 and PyTorch	37	Emerging	19	Jupyter Notebook
27	andreybicalho/VrpdrApp Simple Mobile App for License Plate Recognition.	36	Emerging	11	Java
28	ramajoballester/UC3M-LP UC3M License Plate detection and recognition dataset	36	Emerging	23	Python
29	IotchulindraRai/Number_plate_detectionusing-Yolov8 created number plate detection using Yolov8 model and able to detect vehicle...	36	Emerging	10	Python
30	Avafly/PaddleOCR-ncnn-CPP C++ implementations of PP-OCRv3 and PP-OCRv5 using ncnn for inference.	36	Emerging	60	C++
31	FardinHash/EasyOCR-based-Automatic-Bangla-License-Plate-Recognition EasyOCR is basically Optical Character Reading package that belongs from...	36	Emerging	14	Jupyter Notebook
32	ZEraX4/E-ALPR Automatic Licence Plate Recognition System for Egyptian Plates (E-ALPR)	35	Emerging	9	Python
33	gyupro/EasyKoreanLpDetector I am sharing a Korean license plate recognition system. 깃헙에 어렵고 잘 안 되는 한국...	34	Emerging	46	Python
34	Qengineering/PaddleOCR-Lite-License PaddleOCR Lite license plate detection on bare Raspberry Pi 4	34	Emerging	10	C++
35	smeyanoff/car-number-detection Car's plate detection and car's colour detection with YOLO5 and LPRnet	34	Emerging	59	Python
36	Wilson0406/License-Plate-Detection-And-Recognition License plate detection and recognition is the technology that uses computer...	33	Emerging	4	CSS
37	NASO7Y/OCR_Egyptian_ID Egyptian ID Card Recognition System 💳 A Python-based application to detect...	33	Emerging	43	Python
38	Adilkhan04/ALPR Powerful ALPR with YOLOv8, ESRGAN & EasyOCR! ⚡️ Detect & read license...	33	Emerging	11	Python
39	alihassanml/License-Plate-Detection-using-YOLOv10 License Plate Detection using YOLOv10	33	Emerging	8	Jupyter Notebook
40	IhabBendidi/Android-licence-plate-detection-recognition Offline Android application for detecting license plates in cars and...	32	Emerging	40	Java
41	alok-ahirrao/Number-Plate-Detection-System 🚗 Number Plate Detection System using YOLOv5 and PaddleOCR \| Python Backend...	31	Emerging	4	TypeScript
42	DivitMittal/Zesta-Car-App Swift license plate recognition deep learning model with a...	31	Emerging	11	Jupyter Notebook
43	MAX134/DeepPlate A custom-trained YOLOv11-based license plate detection with PaddleOCR for...	30	Emerging	5	Python
44	gorkemturkut57/PlateVision_Plate_Detection_System This project focuses on developing a comprehensive parking management system...	30	Emerging	1	—
45	theos-ai/license-plate-recognition Automatic License Plate Recognition System built using YOLOv7 in Python	29	Experimental	20	Python
46	dufflink/car-license-plate-detection Object detection with CreateML	28	Experimental	8	Swift
47	ShanY-33/Anonymization-of-Dashcam-Recordings tiny human face and license plate detection	27	Experimental	9	Java
48	matin-ghorbani/Iranian-License-Plate-Pipeline Implement a Iranian license plate pipeline	27	Experimental	14	Python
49	cnmeow/VNPlateRec Website recognizes Vietnamese license plates using YOLO	25	Experimental	5	Jupyter Notebook
50	Htet-2aung/PLATE.AI PLATE.AI is a comprehensive, full-stack web application designed for...	23	Experimental	—	JavaScript
51	WindaleDanix/plate-recognition-tr Detect Turkish license plates using YOLOv5 and Random Forest with precise...	22	Experimental	—	Python
52	thumbdev/Ukraine-License-Plate-Recognition-For-Raspberry-Pi This is a qt project to control automatic barrier gate with raspberry pi.	21	Experimental	9	C++
53	imadeddinedjekoune/Car-Number-Plate-Recognition This project implements a car license plate recognition system using SIFT...	21	Experimental	1	Java
54	2219323130/YOLOv10_PaddleOCR_License_Plate_Recognition License plate detection and recognition system using YOLO10 and PaddleOCR	20	Experimental	7	Jupyter Notebook
55	bunnythewiz/Automatic-Number-Plate-Recognition-DLCV Real-time object detection (YOLOv8), tracking (SORT), and text recognition...	20	Experimental	6	Python
56	faisalthaheem/open-lpr-dataset-plate-detection Annotated images of license plates to be used with training models.	19	Experimental	4	—
57	theos-ai/easy-paddle-ocr This a clean and easy-to-use implementation of Paddle OCR. Made with ❤️ by Theos AI.	19	Experimental	19	Python
58	nazarisych/License-Plate-Recognition-Android This is a android project to recognize car license plate from camera or video file.	19	Experimental	4	C++
59	SajjadAemmi/VLPR Vehicle and License Plate Recognition	18	Experimental	22	C++
60	biabeogo147/License-Plate-Recognition OpenCV C++ and MFC	15	Experimental	11	C++
61	thumbdev/GuatemalaLPR Guatemala License Plate Recognition Engine	14	Experimental	1	C++
62	Bharathiannan/license-plate-detection 🚗 Detect and recognize license plates in images and videos with high...	14	Experimental	—	HTML
63	likereal/advanced-Automatic-Number-Plate-Detection-ANPD-system-utilizing-the-state-of-the-art-YOLO I implemented an advanced Automatic Number Plate Detection (ANPD) system...	13	Experimental	—	Python
64	sheelasairohith/LicensePlateDetector License Plate Detector is a web application which is developed to provide...	13	Experimental	—	Python
65	parsa-arjmand/object-detection detecting license plates and cars in a video using YOLO NAS and YOLOv5	12	Experimental	5	Jupyter Notebook
66	KuldeepShenoy/LicenseNumberPlateDetection This project focuses on automatic license plate detection using computer...	11	Experimental	3	Jupyter Notebook
67	saboye/Car-License-Plate-detection The Car License Plate Detection repository contains an advanced computer...	11	Experimental	—	Jupyter Notebook

Comparisons in this category

ultimateALPR-SDK and HyperLPR (57 vs 51) deep-license-plate-recognition and HyperLPR (61 vs 51) Chinese_license_plate_detection_recognition and License-Plate-Detector (59 vs 43) Chinese_license_plate_detection_recognition and Automatic-License-Plate-Recognition-using-YOLOv8 (59 vs 51) Chinese_license_plate_detection_recognition and Automatic_Number_Plate_Recognition_YOLO_OCR (59 vs 47) persian-license-plate-recognition and License-Plate-Detector (51 vs 43) Automatic-License-Plate-Recognition-using-YOLOv8 and License-Plate-Detector (51 vs 43) deep-license-plate-recognition and ultimateALPR-SDK (61 vs 57) deep-license-plate-recognition and ANPR (61 vs 43) deep-license-plate-recognition and LicensePlateDetector (61 vs 42)