99.9%
Defect Detection Accuracy
0
Defective Units Shipped to Customers
5x
Assembly Line Speed Increase
BACKGROUND
Client Overview
Electronics manufacturer seeking automated zero-defect quality control for printed circuit board assembly.
The Business Challenge
Manual microscopic inspection under high speeds led to fatigue, human error, and costly product returns.
Our Technical Solution
Deployed custom vision models to camera feeds over edge hardware devices for sub-10ms defect classification.
Key System Features
Sub-10 millisecond real-time defect recognition
Automated robotic arm reject signal triggering
Cloud telemetry dashboard with defect heatmaps
Robust performance in dynamic factory lighting
Technologies Utilized
YOLOv8OpenCVPyTorchNVIDIA Jetson EdgePythonMQTT
Related Services Provided
AI & Automation
Computer Vision
AI-powered vision systems that understand images, documents, objects, video, and real-world environments.
Data & Analytics
Data Analytics
Transform business data into clear insights, dashboards, reports, and better decisions.
Web & Software
Software Development
Custom software solutions built around unique business requirements, workflows, and growth goals.
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Let's turn your idea into a scalable, intelligent digital solution. Our team is ready to build with you.
No commitment required24hr response100% custom builds