license-plate-recognition
There are 67 repositories under license-plate-recognition topic.
sergiomsilva / alpr-unconstrained
License Plate Detection and Recognition in Unconstrained Scenarios
Language:C 1700- viseron
roflcoopter / viseron
Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.
Language:Python 1387 sirius-ai / LPRNet_Pytorch
Pytorch Implementation For LPRNet, A High Performance And Lightweight License Plate Recognition Framework.
Language:Python 846DoubangoTelecom / ultimateALPR-SDK
World's fastest ANPR / ALPR implementation for CPUs, GPUs, VPUs and NPUs using deep learning (Tensorflow, Tensorflow lite, TensorRT, OpenVX, OpenVINO). Multi-Charset (Latin, Korean, Chinese) & Multi-OS (Jetson, Android, Raspberry Pi, Linux, Windows) & Multi-Arch (ARM, x86).
Language:C++ 578sherlockchou86 / VideoPipe
跨平台的视频结构化（视频分析）框架，觉得有帮助的请给个星星：）。
Language:C++ 543parkpow / deep-license-plate-recognition
Automatic License Plate Recognition (ALPR) or Automatic Number Plate Recognition (ANPR) software that works with any camera.
Language:C++ 462mtkarimi / persian-license-plate-recognition
PLPR utilizes YOLOv5 and custom models for high-accuracy Persian license plate recognition, featuring real-time processing and an intuitive interface in an open-source framework.
Language:Python 344apoorva-dave / LicensePlateDetector
Detects license plate of car and recognizes its characters
Language:Python 331- Language:Python 328
Dharun / Tensorflow-License-Plate-Detection
The project developed using TensorFlow to recognize the License Plate from a car and to detect the charcters from it.
Language:Python 293- Language:Python 286
femioladeji / License-Plate-Recognition-Nigerian-vehicles
A python program that uses the concept of OCR using machine learning to identify the characters on a Nigerian license plate
Language:Python 240MuhammadMoinFaisal / Automatic_Number_Plate_Detection_Recognition_YOLOv8
Automatic Number Plate Detection YOLOv8
Language:Python 185ufownl / alpr_utils
ALPR model in unconstrained scenarios for Chinese license plates
Language:Python 168mehmetgoren / feniks
A computer based NVR (Network Video Recorder) with AI capabilities
faisalthaheem / open-lpr
Open Source and Free License Plate Recognition Software
Language:Python 154shreyapamecha / Speed-Estimation-of-Vehicles-with-Plate-Detection
The main objective of this project is to identify overspeed vehicles, using Deep Learning and Machine Learning Algorithms. After acquisition of series of images from the video, trucks are detected using Haar Cascade Classifier. The model for the classifier is trained using lots of positive and negative images to make an XML file. This is followed by tracking down the vehicles and estimating their speeds with the help of their respective locations, ppm (pixels per meter) and fps (frames per second). Now, the cropped images of the identified trucks are sent for License Plate detection. The CCA (Connected Component Analysis) assists in Number Plate detection and Characters Segmentation. The SVC model is trained using characters images (20X20) and to increase the accuracy, 4 cross fold validation (Machine Learning) is also done. This model aids in recognizing the segmented characters. After recognition, the calculated speed of the trucks is fed into an excel sheet along with their license plate numbers. These trucks are also assigned some IDs to generate a systematized database.
Language:Python 150alitourani / yolo-license-plate-detection
A License-Plate detecttion application based on YOLO
Language:Python 121hpc203 / license-plate-detect-recoginition-pytorch
深度学习车牌检测与识别，检测结果包含车牌矩形框和4个角点，基于pytorch框架运行
Language:Python 103longphungtuan94 / ALPR_System
Automatic License Plate Recognition System for Vietnamese Plates
Language:Python 89connervieira / Predator
A multi-purpose camera system focused on offline license plate and object recognition
Language:Python 80raysonlaroca / rodosol-alpr-dataset
RodoSol-ALPR: a dataset for license plate detection and recognition that includes 20K images of vehicles with Brazilian/Mercosur license plates.
souravrs999 / License-Plate-Recognition
A pytorch implementation of a darkent trained yolov4-tiny model that can detect number plates and helmets if a number plate is detected it is passed through an OCR to recognize the number
Language:Python 71vjgpt / Vehicle-Number-Plate-Reading
Read Vehicle Number Plate and store the data in a CSV file with date and time.
Language:Python 71fanghon / lpr
一个实际场景下的中文车牌识别软件 the chinese license plate recognition software in unconstrained environment
Language:Python 69mahavird / my_deep_anpr
License Plate Recognition based on CNN/Deep Learning
Language:Python 58Asikpalysik / Automatic-License-Plate-Detection
In this project we utilize OpenCV t in order to identify the license number plates and the python pytesseract for the characters and digits extraction from the plate. As well this project will presents a robust and efficient ALPR system based on the state-of-the-art YOLO object detector. We build Web App with a Python program that automatically recognizes the License Number Plate by the end of this journi. The results have shown that the trained neural network is able to perform with high accuracy of nearly 90-95 percent in recognizing license plates in low resolution images using this system.
Language:Jupyter Notebook 54andreybicalho / vrpdr
Deep Learning Applied To Vehicle Registration Plate Detection and Recognition in PyTorch.
Language:Python 46pooya-mohammadi / crnn-pytorch
pytorch implementation of crnn. A sample training of license plate is provided.
Language:Python 46UFPR-ALPR: a dataset for license plate detection and recognition that includes 4,500 fully annotated images acquired in real-world scenarios where both the vehicle and the camera (inside another vehicle) are moving.
使用opencv部署深度学习车牌检测与识别，包含Python和C++两种版本的实现
Language:C++ 44ankandrew / ConvALPR
Reconocedor Automatico (real-time) de Patentes utilizando Redes Neuronales Convolucionales
Language:Python 41trungdinh22 / License-Plate-Recognition
Vietnamese license plate recognition
Language:Jupyter Notebook 39- fast-plate-ocr
Lightweight & fast OCR models for license plate text recognition.
Language:Python 37 Dodant / anpr-with-yolo-v4
Automatic License Plate Recognition using Yolo v4 (2020-1 CNU SW Capstone Design Project)
Language:Python 37omerkocadayi / Python_Goruntu_Isleme
Giriş Seviyesinden İleri Seviyeye Kadar Python ile Görüntü İşleme.. Nesne Tespiti, Nesne Takibi, Yüz Tespiti, Göz Algılama ve Göz Hareketleri Takibi, Beden Tespiti, El Hareketlerini Anlamlandırma, Şerit Takibi, Plaka Okuma vs. gibi resim, video ve gerçek zamanlı örnek uygulamalar
Language:Python 35
