Embedded Real-time video analytics with Custom Object Detector (Yolov4) using DeepStream 6.2 Graph Composer 2.5 Docker and Jetson

Focused on leveraging the synergies of DeepStream 6.2, Graph Composer 2.5, Docker, and Jetson, my project showcases a dynamic pipeline capable of seamlessly detecting weapons, including knives and guns, conducting real-time person detection, and proficiently tracking individuals. This endeavor not only underscores the significance of advanced technology in bolstering security measures but also demonstrates the power of AI-driven surveillance in ensuring public safety.

Tech stack

  • Nvidia Model Zoo and TAO Toolkit
  • DeepStream 6.2 SDK
  • Graph Composer 2.5
  • Docker


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