Topic: "number-plate"
shreyapamecha/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 - Size: 409 KB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 163 - Forks: 37
barzansaeedpour/iranian-license-plate-generator
You can use this project to produce quality Iranian license plates.
Language: Python - Size: 1.67 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 56 - Forks: 4
Kazuhito00/PlateYOLO-JP-Prototype
日本のナンバープレート検出と認識の技術検証用プロトタイプ
Language: Python - Size: 44.5 MB - Last synced at: 2 days ago - Pushed at: about 2 months ago - Stars: 15 - Forks: 1
Business-Wizard/License_Plate_Reader_App
Using a Convolutional Neural Network to read License Plate
Language: Python - Size: 6.71 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 15 - Forks: 5
keynekassapa13/num-plate-track
locate number plate in cars using OpenCV and Python
Language: Python - Size: 1.73 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 7 - Forks: 4
hamolicious/UK-Number-Plate-Generator
A 3D Number Plate generator written in Python 3.8 using PyGame 2. Will create UK road legal number plates in random orientations (will be used for a Machine Learning Dataset)
Language: Python - Size: 85 KB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1
Ofcremeo/PlateYOLO-JP-Prototype
# PlateYOLO-JP-PrototypeThis repository contains a prototype for detecting and recognizing Japanese license plates. It uses a two-stage pipeline to enhance accuracy and performance. 🐙🚀## Caution- The datasets for license plate detection and recognition are private.- The detection dataset is collected around the creator's home, which may affec
Language: Python - Size: 44.4 MB - Last synced at: 11 days ago - Pushed at: 12 days ago - Stars: 3 - Forks: 0
bobhyun/TS-CAM
CCTV 카메라용 차량번호인식 프레임워크
Language: Batchfile - Size: 1.09 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0
techbyvj/PlateRecognizePy
License plate recognition library for python
Language: Python - Size: 14.6 KB - Last synced at: 26 days ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0
obrymec/number_plate_scanner
This simple mobile application has been made to take a capture of an automobile with his number plate from device native camera and send it to a remote back-end server for his identification.
Language: Java - Size: 12.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
