AI Vision System

Machine learning implementation for real-time object detection and quality control monitoring in industrial pipelines.

Code displaying AI Algorithms

Project Overview

The AI Vision System drastically reduced manual error rates on assembly lines by employing deep convolutional neural networks. We utilized a robust Python-based architecture to ingest frame data, process it in inference engines at the edge, and alert operators within milliseconds.

Technologies Used

  • Python
  • TensorFlow / Keras
  • OpenCV
  • C++ (Edge Optimization)
  • Docker Containers