INDUSTRY
TECHNOLOGY |
AI SERVICE
MACHINE VISION |
Machine Vision for License Plate Recognition
Learn how Synaptiq supported a global technology company to catch up with competition in the license plate recognition space.
Problem:
A global technology company was falling behind its competition in the license plate detection marketplace. As a provider of technology to law enforcement and the military, they needed to catch up quickly in order to continue serving these institutions.
How can AI in License Plate Recognition spark ideas for your business?
Machine vision solutions have applications beyond the license plate recognition and technology spaces.
From tracking coral and agricultural growth remotely to helping inventory logistics equipment on work sites, machine vision is a dynamic tool that when applied well can streamline business operations across industries and solve heavy pain points while largely reducing manual or administrative labor.
Solution:
We built several machine vision and classification models to detect vehicles in videos captured by the client’s cameras. Our models were able to detect the vehicles, determine what kind (car, truck, motorcycle, etc), what make (Ford, Toyota, etc.) and what color the vehicles were.
The models then identified the license plates in the images and extracted the state information and the license plate text. With additional fine tuning, we were able to obtain results in a matter of milliseconds.
Outcome:
Our client has deployed our python notebooks on their servers and on the cameras themselves, automating vehicle detection, classification and LPR successfully.
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