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NVIDIA Released DeepStream 9.1: Bringing Agentic AI to Vision AI With 13 Skills and Multi-View 3D Tracking

AnnouncementProductJul 18, 2026

NVIDIA released DeepStream 9.1, adding 13 agentic skills for coding agents to its streaming analytics toolkit. The update introduces Multi-View 3D Tracking, which projects detections from multiple calibrated cameras into a shared 3D coordinate system and assigns a single globally consistent object ID. AutoMagicCalib replaces manual checkerboard calibration by estimating camera parameters from existing video. DeepStream 9.1 also adds NVIDIA JetPack 7.2 support for Jetson Orin and Thor edge devices and a unified open-source GitHub repository.

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NVIDIACompanyDeepStream 9.1ModelDeepStreamModelTensorRTModelNVIDIA JetPack 7.2ModelJetson OrinModelThorModel
Canonical: https://www.marktechpost.com/2026/07/18/nvidia-released-deepstream-9-1-bringing-agentic-ai-to-vision-ai-with-13-skills-and-multi-view-3d-tracking/