KALYAN1045/Automatic-Number-Plate-Recognition-using-YOLOv5
The aim of this project was to create a model that can accurately detect number plates on cars and bikes.
This project helps traffic enforcement or security personnel automatically identify vehicle number plates from video surveillance. It takes video data from CCTV cameras and outputs bounding boxes around detected number plates. This system is designed for use by traffic monitoring agencies, law enforcement, or security teams managing vehicle access.
No commits in the last 6 months.
Use this if you need to automatically detect vehicle number plates in surveillance footage to identify vehicles, especially for traffic violations.
Not ideal if you require character-level recognition of the license plate number, need to detect bike number plates, or lack access to GPU hardware for processing.
Stars
18
Forks
3
Language
Jupyter Notebook
License
—
Category
Last pushed
Jun 08, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/KALYAN1045/Automatic-Number-Plate-Recognition-using-YOLOv5"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
awslabs/aws-ai-solution-kit
Machine Learning APIs for common use cases, include: General OCR (Simplified/Traditional...
pharmbio/plaid
PLAID (Plate Layouts using Artificial Intelligence Design) is a flexible constraint-programming...
Dharun/Tensorflow-License-Plate-Detection
The project developed using TensorFlow to recognize the License Plate from a car and to detect...
MYoussef885/License-Plate-Recognition
This project is a simple license plate detection system implemented in Python using OpenCV,...
yihong1120/YOLOv8-License-Plate-Insights
This repository demonstrates YOLOv8-based license plate recognition with GCP Vision AI...