I will build assembly line object detection system using yolov8

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Ik spreek Engels, Spaans, Duits

Cloud AI Computer Vision Engineer

I am a cloud and AI engineering specialist focused on building intelligent computer vision systems, production-ready APIs, and scalable video analytics solutions. I combine machine learning knowledge ...
Over deze dienst

Need an AI-powered vision system for your manufacturing or assembly line? I will build a custom object detection system using YOLOv8 to identify, classify, count, and monitor products or components in real time.


I can develop the system for quality inspection, missing-part detection, product counting, assembly verification, defect identification, and production monitoring. It can work with recorded videos, industrial cameras, CCTV, IP cameras, or RTSP streams and can be optimized for your target hardware.


What I Offer

  • YOLOv8 object detection
  • Assembly line monitoring
  • Product & component detection
  • Defect detection
  • Missing-part detection
  • Product counting
  • Quality inspection
  • Real-time video processing
  • Industrial camera integration
  • CCTV/IP/RTSP support
  • Custom dataset training
  • Detection visualization
  • CSV/JSON data export
  • Performance optimization
  • Deployment support


Why Choose Me

  • Custom industrial computer vision
  • YOLOv8 expertise
  • Real-time detection
  • Scalable and documented solutions


Have an assembly line automation project? Send me your sample footage, target objects, and requirements, and let's build your vision system.


API's:

Microsoft Computer Vision AI

Amazon Rekognition

Expertise:

Afbeeldingenverwerking

Representatieleren

Programmeertaal:

Python

R

MATLAB

Colab

Java

Tools:

opencv

tensorflow

MLflow

SimpleCV

CVAT

Colab

PyTorch

Frameworks:

DeepPy

Google ML Kit

SimpleCV

keras

PyTorch

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