Intelligent Industrial Defect Detection System
Edge computer-vision platform inspecting high-speed assembly lines with real-time anomaly detection and rejection triggers.
Intelligent Industrial Defect Detection System
Project Overview
An industrial AI vision solution deployed on edge compute units overseeing precision manufacturing lines at 60 parts per second.
The Operational Challenge
Microscopic surface fractures in precision metal components were intermittently missed by manual visual inspection stations, resulting in costly warranty claims.
Our Engineering Solution
Engineered an edge AI pipeline utilizing high-resolution line-scan cameras, calibrated lighting, and low-latency TensorRT neural inference to detect anomalies under 15ms.
Core Capabilities & Features
Results & Verified Outcomes
Reduced scrap escape rate by 99.1% while maintaining full line speed without bottlenecking manufacturing velocity.
Project Specifications
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