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AIVisionLab

Year:2024
Client:Manufacturing Innovations Inc.
AI Vision Lab

Overview

AI Vision Lab uses advanced computer vision and deep learning to automate quality inspection in manufacturing processes. The system detects defects with higher accuracy than human inspectors while providing real-time analytics.

The Challenge

Developing a real-time defect detection system that could run on edge devices in factory environments with 99.9% accuracy.

Our Solution

We trained custom deep learning models using transfer learning, optimized them for edge deployment, and created a feedback loop for continuous model improvement based on production data.

Results & Impact

  • 99.9% defect detection accuracy
  • 70% reduction in quality control costs
  • Real-time processing at 60 FPS
  • Deployed across 20+ production lines

Technologies Used

PythonPyTorchOpenCVFastAPIEdge ComputingNVIDIA Jetson

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