Computer Vision Quality Control

◆ Challenge

Manual inspection was time-consuming and prone to human error.

◆ Solution

Vision AI pipeline detects directional patterns and validates sequences in real time, optimized for modest hardware.

◆ Impact

• Accuracy
  98%+
• Decision time
  Seconds
• Throughput
  ↑ Efficiency

◆ Tech Stack

Python, ONNX/Tensor models, Real-time processing