License Plate Recognition ML Frameworks
Tools and systems for automatic detection and recognition of vehicle license plates using YOLO-based object detection combined with OCR. Does NOT include general document OCR, vehicle classification without plate recognition, or traffic monitoring systems without plate identification.
There are 45 license plate recognition frameworks tracked. The highest-rated is awslabs/aws-ai-solution-kit at 44/100 with 187 stars.
Get all 45 projects as JSON
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
awslabs/aws-ai-solution-kit
Machine Learning APIs for common use cases, include: General OCR... |
|
Emerging |
| 2 |
Dharun/Tensorflow-License-Plate-Detection
The project developed using TensorFlow to recognize the License Plate from a... |
|
Emerging |
| 3 |
ValerioSpagnoli/EyeRoad
Vehicles and plate detection and tracking with string plate recognition. |
|
Emerging |
| 4 |
pharmbio/plaid
PLAID (Plate Layouts using Artificial Intelligence Design) is a flexible... |
|
Emerging |
| 5 |
sovse/tflite_avto_num_recognation
License plate recognition . Model training and conversion to tflite |
|
Emerging |
| 6 |
santifiorino/license-plate-recognition
Argentinian License Plate Recognizer |
|
Emerging |
| 7 |
MYoussef885/License-Plate-Recognition
This project is a simple license plate detection system implemented in... |
|
Emerging |
| 8 |
yihong1120/YOLOv8-License-Plate-Insights
This repository demonstrates YOLOv8-based license plate recognition with... |
|
Experimental |
| 9 |
MAX134/DeepPlate
A custom-trained YOLOv11-based license plate detection with PaddleOCR for... |
|
Experimental |
| 10 |
nfmoore/automatic-number-plate-recognition-poc
Number plate recognition proof of concept using Azure Cognitive Services |
|
Experimental |
| 11 |
faisalthaheem/open-lpr-pretrained-models
Pre trained models consisting of data from coco,... |
|
Experimental |
| 12 |
alihassanml/License-Plate-Detection-using-YOLOv10
License Plate Detection using YOLOv10 |
|
Experimental |
| 13 |
Wilson0406/License-Plate-Detection-And-Recognition
License plate detection and recognition is the technology that uses computer... |
|
Experimental |
| 14 |
gorkemturkut57/PlateVision_Plate_Detection_System
This project focuses on developing a comprehensive parking management system... |
|
Experimental |
| 15 |
alok-ahirrao/Number-Plate-Detection-System
🚗 Number Plate Detection System using YOLOv5 and PaddleOCR | Python Backend... |
|
Experimental |
| 16 |
DevyManish/FrameFlow_AI
Our Hackathon project FrameFlow AI automates license plate recognition from... |
|
Experimental |
| 17 |
WindaleDanix/plate-recognition-tr
Detect Turkish license plates using YOLOv5 and Random Forest with precise... |
|
Experimental |
| 18 |
rishiswethan/Number-plate-detection-using-CNN
This program uses convolutional neural networks to recognize the text in the... |
|
Experimental |
| 19 |
Htet-2aung/PLATE.AI
PLATE.AI is a comprehensive, full-stack web application designed for... |
|
Experimental |
| 20 |
KALYAN1045/Automatic-Number-Plate-Recognition-using-YOLOv5
The aim of this project was to create a model that can accurately detect... |
|
Experimental |
| 21 |
cnmeow/VNPlateRec
Website recognizes Vietnamese license plates using YOLO |
|
Experimental |
| 22 |
Tristan296/DeepPlate-License_Plate_Recognition
A custom-trained YOLOv11-based license plate detection with PaddleOCR for... |
|
Experimental |
| 23 |
shshwtsrkr/Automatic-License-Plate-Recognition
This project is a part of the semester long research based mini-project... |
|
Experimental |
| 24 |
iiiiOreo/License-Plate-Recognition
License plate recognition with OpenCV and EasyOCR using Canny edges. |
|
Experimental |
| 25 |
MohamadNematizadeh/Persian-License-Plate-Recognition
Vehicle license plate recognition using yolov8 library 🚗 |
|
Experimental |
| 26 |
matin-ghorbani/License-Plate-Recognizer
Implement a Iranian license plate recognizer |
|
Experimental |
| 27 |
xiaofuqing13/chinese-license-plate-recognition
中文车牌检测与识别系统,YOLOv5定位车牌+PlateNet字符识别,支持蓝牌/绿牌/双层牌照,解决通用OCR对中文车牌识别率低的问题 |
|
Experimental |
| 28 |
nazarisych/UkraineLPR
This is a Ukraine Vehicle License Plate Recognition vs project. |
|
Experimental |
| 29 |
imadeddinedjekoune/Car-Number-Plate-Recognition
This project implements a car license plate recognition system using SIFT... |
|
Experimental |
| 30 |
Bharathiannan/license-plate-detection
🚗 Detect and recognize license plates in images and videos with high... |
|
Experimental |
| 31 |
LeeDev428/bantay-plaka
A web-based Automatic Number Plate Recognition (ANPR) vehicle monitoring... |
|
Experimental |
| 32 |
Ramtin-Karbaschi/PlateNumberDetection_and_SentimentAnalysis
A comprehensive implementation that demonstrates computer vision and NLP... |
|
Experimental |
| 33 |
bunnythewiz/Automatic-Number-Plate-Recognition-DLCV
Real-time object detection (YOLOv8), tracking (SORT), and text recognition... |
|
Experimental |
| 34 |
2219323130/YOLOv10_PaddleOCR_License_Plate_Recognition
License plate detection and recognition system using YOLO10 and PaddleOCR |
|
Experimental |
| 35 |
allen-reji/PaddleOCR-Text-Extraction-ML-Model
Utilizes PaddleOCR and advanced image pre-processing techniques to extract... |
|
Experimental |
| 36 |
Irash-Perera/PlateVisionAI
Plate Vision AI is a project that aims to automate the process of license... |
|
Experimental |
| 37 |
thumbdev/GuatemalaLPR
Guatemala License Plate Recognition Engine |
|
Experimental |
| 38 |
faisalthaheem/open-lpr-dataset-plate-detection
Annotated images of license plates to be used with training models. |
|
Experimental |
| 39 |
nazarisych/License-Plate-Recognition-Android
This is a android project to recognize car license plate from camera or video file. |
|
Experimental |
| 40 |
docsallover/helmet-and-plate-detection
Helmet and Number Plate Detection using YOLOv3 with opencv and python |
|
Experimental |
| 41 |
ayushmaanFCB/ANPR-Application-with-PowerBI-Dashboard-and-Chatbot
The project was developed to automate the management of vehicles inside a campus. |
|
Experimental |
| 42 |
Arjunprajapat732/VLPR_Project
VLPR System: Open-source Python project for automatic license plate... |
|
Experimental |
| 43 |
alihassanml/Car-Number-Plates-Detection
This repository contains a deep learning project for detecting car number... |
|
Experimental |
| 44 |
sheelasairohith/LicensePlateDetector
License Plate Detector is a web application which is developed to provide... |
|
Experimental |
| 45 |
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... |
|
Experimental |