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TS-CAM

TS-CAM is a framework that enables ONVIF-compatible CCTV cameras to be used for vehicle number recognition.

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😍 TS-ANPR Live Demo 👈 Test number plate recognition performance here.

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• TS-CAM
• TS-ANPR

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📖 Application Development Guide

• TS-CAM
• TS-ANPR

🎁 How to install

⚖️ License

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Table of Contents

• Latest Version Information
• Overview
• Features

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Latest Version Information

Release v0.2.1 (2025.6.4)🎉

• TS-CAM has been separated from TS-ANPR.
• Support for HTTPS cameras using self-signed certificates
• Support for minChar, country a and symbol added in TS-ANPR v3.0.0

Overview

Loop sensor input, snapshot image acquisition, vehicle number recognition, barrier control, and image storage functions are all implemented.

It acts as a server (broker) that mediates between the camera and the application, and communicates with the application through a lightweight Socket.IO-based API in real-time messages.

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title: "[Architecture Diagram]"
---
flowchart

loop([Loop Sensor])-->|Digital Input|camera((Camera))
camera-->|Events, Images|tscam(TS-CAM)

tscam<==>|Relay Output|camera
camera-->|Relay Output|gate([Parking Barrier])

tscam<==>|API|app(Parking Management Software)
tscam<-->|Number Plate Recognition|tsanpr(TS-ANPR)
tscam-->|File Storage|images[(Snapshot Images)]
app-->led([LED Display])
app-->kiosk([Kiosk])
app<-->db[(Database)]

subgraph framework ["TS-CAM Framework"]
tscam
tsanpr
end

subgraph applicaton ["Application"]
images
app
db
end

subgraph devices ["Main Equipment"]
loop
camera
gate
led
kiosk
end

linkStyle 0 stroke:red, stroke-width:2px;
linkStyle 1 stroke:red, stroke-width:4px;
linkStyle 2 stroke:blue, stroke-width:4px;
linkStyle 3 stroke:blue, stroke-width:2px;
linkStyle 4 stroke:green, stroke-width:4px;

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Features

1. Improved Software Development Productivity When developing an application software using the TS-CAM framework, Camera interface and vehicle number recognition details can be handled by TS-CAM while the application can focus on business logic such as databases and user interfaces, which can improve development productivity.

2. Resilience Since it can run as a system service, when the software crashes or the system reboots, it automatically restarts, so it can recover itself without being left in a failure state, improving stability.

3. Improved Performance of 32-bit Applications Since TS-CAM is a separate program from the application, even if the application is 32-bit, TS-CAM can run in 64-bit when the CPU and operating system are 64-bit. This configuration allows the existing 32-bit application to process the CPU-intensive part in 64-bit. On multi-core CPUs, the 64-bit license plate recognition engine runs about 2-4 times faster than 32-bit.

   flowchart LR
   
   tscam<-->tsanpr(TS-ANPR)
   tscam(TS-CAM)<==>|API|app(Application)
   
   
   subgraph 32-bit
   app
   end
   
   subgraph bit64Framework ["64-bit"]
   tscam
   tsanpr
   end
   
   subgraph bit64OS ["64-bit Operating System"]
   bit64Framework
   32-bit
   end
   
   classDef blue fill:#ccc,color:#fff,stroke:#333;
   class 32-bit blue
   
   linkStyle 1 stroke:green, stroke-width:4px;
   

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4. Wider Camera Selection Instead of being constrained to use dedicated cameras, you can select cameras that match your required specifications, performance, and price from ONVIF-compatible cameras, which are the mainstream in the CCTV camera market.