Multi-camera Vision System

Published: January 01, 2024
Tools: Python, YOLO, GStreamer, MQTT, Redis

Overview

A real-time multi-camera vision system for industrial monitoring and anomaly detection, optimized for low-latency inference over distributed streams.

Key Contributions

• Designed a real-time analytics pipeline for multi-camera video streams.
• Developed object detection workflows using YOLO for industrial monitoring.
• Built scalable RTSP ingestion pipelines using GStreamer.
• Optimized data flow using MQTT for real-time transfer and Redis for state management.