edge-vision

This repository presents an edge-cloud distributed video analytics system. The solution is designed to be scene-aware, low-latency, and low-bandwidth-dependency, with strong detection quality. The repository includes the production-ready system alongside system-level experiments to assess performance, showcase operability and design efficiency.

An efficient vision system designed to monitor scenes and trigger signals by focusing computation entirely on moving objects instead of static backgrounds.

Python and OpenCV-ready portfolio SDK for defect segmentation, pass/fail policy, and JSON inspection reports.