Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

Database system for AI-powered apps

NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as NVIDIA Nemotron, RAG, and NVIDIA NIMs.

Python framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment.

Fall Detection using OpenPifPaf's Human Pose Estimation model

A shared library of on-demand DeepStream Pipeline Services for Python and C/C++

Demo on how to compute soccer ball possession automatically using AI.

Securade.ai HUB - A generative AI based edge platform for computer vision that connects to existing CCTV cameras and makes them smart.

Production-grade C++ edge AI engine for video analytics with visual pipeline orchestration, on-device VLM, and real-time OSD.

A highly extensible software stack to empower everyone to build practical real-world live video analytics applications for object detection and counting with cutting edge machine learning algorithms.

Model-agnostic state layer for world models — turn any detector (YOLO · VLM · DINO) into one standard, queryable stream of events + latent state. numpy-only, runs on CPU at the edge.

Official Mux API wrapper for Node projects, supporting both Mux Data and Mux Video.

Optical Flow Dataset and Benchmark for Visual Crowd Analysis

NVIDIA DeepStream Monorepo: DeepStream SDK and reference apps for building GPU‑accelerated, real-time video and multi‑sensor analytics pipelines with GStreamer, TensorRT, and vision AI models across edge, on‑prem, and cloud deployments.

Create a Video Membership app using FastAPI & NoSQL

Media annotation and analysis tools for web and desktop. Get started at https://viame.kitware.com

Official Mux API wrapper for golang projects, supporting both Mux Data and Mux Video.

Face recognition software to detect criminals in images and videos, noting their time of occurences.

Official Mux API wrapper for Elixir projects, supporting both Mux Data and Mux Video.

Official Mux API wrapper for python projects, supporting both Mux Data and Mux Video.