Computer Vision · Deep Learning · Real-Time

AI Object Detection and Computer Vision Systems

M&L Technology develops real-time object detection, classification, counting, and quality control solutions for factory lines, security areas, and traffic applications. We build custom, scalable, and integrated AI systems for your business.

Real-time detection via camera with AI object detection and computer vision
Up to 99%
Detection accuracy
24/7
Real-time monitoring
100+
Industry applications
Edge/Server
Flexible architecture

Where Are Object Detection Systems Used?

Custom smart control solutions for your business with image processing and machine learning

Production & Quality Control

Product counting on conveyor lines, defective part detection, and production quantity tracking. Reduces manual control needs, lowers error rates, and increases efficiency.

Occupational Safety & Security

Hard hat, vest, and equipment detection; zone violation detection; minimize field risks with fire and smoke early warning systems.

Traffic & License Plate Recognition

High-accuracy image analysis solutions for license plate recognition (LPR), vehicle classification, and parking/weighbridge automation.

Retail & Counting

Base operational decisions on data with shelf occupancy analysis, customer density counting, and in-store movement tracking.

Agriculture & Environment

Open-area monitoring, anomaly detection, and counting applications with thermal and optical camera data.

Custom Object Detection

Models trained with industry-specific datasets; custom software solutions that detect every object you define.

How Does AI-Powered Object Detection Work?

From data to live system: end-to-end object detection process

1

Image Collection

Live video streams are captured from IP, thermal, or industrial cameras.

2

Model Training

A deep learning model is trained with an industry-specific dataset.

3

Real-Time Analysis

Objects are processed instantly with detection, classification, and counting.

4

Reporting & Integration

Results reach you via web/mobile panels and ERP integration.

M&L Technology object detection systems analyze images from cameras with AI models. Thanks to deep learning algorithms, target objects are detected, classified, tracked, and counted in real time. We achieve high accuracy rates with powerful infrastructures offered by global technology giants such as Google and Meta.

  • Real-time object detection via camera
  • Production line counting and quality control automation
  • Model training with industry-specific datasets
  • Integration with Logo ERP, B2B, and existing software
  • Flexible edge device or server-based architecture

Why M&L Technology?

By listening to your business needs, we offer end-to-end solutions on both software and hardware. We make your object detection project fully compatible with our own NetRelay IoT and embedded software.

  • Custom project design and consulting
  • High accuracy, low false alarm rate
  • Local software, fast support and maintenance
  • Optimal cost and scalable performance

Object Detection Project Request

Briefly describe the object detection system you need; our team will get back to you as soon as possible.

Alternative: [email protected] you can send an email directly to

Related Projects

We apply our object detection technology across different industries

Hard hat detection system - occupational safety object detection application

Hard Hat Detection System

Details
License plate recognition system LPR - vehicle plate reading

License Plate Recognition (LPR)

Details
NetSAYIM conveyor product counting system - production line object detection

NetSAYIM Production Counting

Details
Fire and smoke detection system - fire early warning

Fire & Smoke Detection

Details

Frequently Asked Questions

Common questions about AI object detection systems

Object detection is the process of analyzing images from cameras with AI and deep learning models to detect, classify, and count target objects in real time. M&L Technology uses this technology in production, security, and traffic applications.

They are used in many industries including production and factory automation (product counting, quality control), occupational safety (hard hat/vest detection), traffic and parking (license plate recognition), and security (fire and smoke detection).

Yes. Our systems are compatible with IP, USB, thermal, and industrial cameras. The most suitable solution is planned after evaluating your existing camera infrastructure.

The timeline varies depending on application complexity, dataset, and integration needs. After you submit your request, our team analyzes it and provides a clear schedule and proposal.

Let's Bring Your Object Detection Project to Life Together

Tell us your needs and we will design a custom AI solution for you.

Submit Project Request Now

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