Metropolis

May 18, 2025

Advance Video Analytics AI Agents Using the NVIDIA AI Blueprint for Video Search and Summarization

Vision language models (VLMs) have transformed video analytics by enabling broader perception and richer contextual understanding compared to traditional...
15 MIN READ
Mar 31, 2025

Simulating Robots in Industrial Facility Digital Twins

Industrial enterprises are embracing physical AI and autonomous systems to transform their operations. This involves deploying heterogeneous robot fleets that...
6 MIN READ
Mar 11, 2025

Build Real-Time Multimodal XR Apps with NVIDIA AI Blueprint for Video Search and Summarization

With the recent advancements in generative AI and vision foundational models, VLMs present a new wave of visual computing wherein the models are capable of...
9 MIN READ
A GIF of a warehouse with people walking around.
Feb 26, 2025

Vision Language Model Prompt Engineering Guide for Image and Video Understanding

Vision language models (VLMs) are evolving at a breakneck speed. In 2020, the first VLMs revolutionized the generative AI landscape by bringing visual...
12 MIN READ
Feb 20, 2025

Featured Computer Vision and Video Analytics Sessions at NVIDIA GTC 2025

Explore visually perceptive AI agents, the latest vision AI technologies, hands-on training, and inspiring deployments.
1 MIN READ
Feb 13, 2025

Upcoming Webinar: Unlocking Video Analytics With AI Agents

Master prompt engineering, fine-tuning, and customization to build video analytics AI agents.
1 MIN READ
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Jan 06, 2025

Build a Video Search and Summarization Agent with NVIDIA AI Blueprint

This post was originally published July 29, 2024 but has been extensively revised with NVIDIA AI Blueprint information. Traditional video analytics applications...
11 MIN READ
Dec 09, 2024

Just Released: NVIDIA VILA VLM

Now available in preview, NVIDIA VILA is an advanced multimodal VLM that provides visual understanding of multi-images and video.
1 MIN READ
An avatar sitting at a computer, which is linked to multiple action icons through the NVIDIA NIM icon.
Dec 03, 2024

Build an Agentic Video Workflow with Video Search and Summarization

Building a question-answering chatbot with large language models (LLMs) is now a common workflow for text-based interactions. What about creating an AI system...
11 MIN READ
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Oct 31, 2024

Build Multimodal Visual AI Agents Powered by NVIDIA NIM

The exponential growth of visual data—ranging from images to PDFs to streaming videos—has made manual review and analysis virtually impossible....
11 MIN READ
Aug 27, 2024

Simplifying Camera Calibration to Enhance AI-Powered Multi-Camera Tracking

This post is the third in a series on building multi-camera tracking vision AI applications. We introduce the overall end-to-end workflow and fine-tuning...
12 MIN READ
Aug 19, 2024

Webinar: Build Visual AI Agents With Generative AI and NVIDIA NIM

Learn how to build high-performance solutions with NVIDIA visual AI agents that help streamline operations across a range of industries.
1 MIN READ
An illustration representing an AI model.
Jul 17, 2024

Develop Generative AI-Powered Visual AI Agents for the Edge

An exciting breakthrough in AI technology—Vision Language Models (VLMs)—offers a more dynamic and flexible method for video analysis. VLMs enable users to...
9 MIN READ
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Jul 10, 2024

Enhance Multi-Camera Tracking Accuracy by Fine-Tuning AI Models with Synthetic Data

Large-scale, use–case-specific synthetic data has become increasingly important in real-world computer vision and AI workflows. That’s because digital twins...
14 MIN READ
Jun 24, 2024

Real-Time Vision AI From Digital Twins to Cloud-Native Deployment with NVIDIA Metropolis Microservices and NVIDIA Isaac Sim

As vision AI complexity increases, streamlined deployment solutions are crucial to optimizing spaces and processes. NVIDIA accelerates development, turning...
13 MIN READ
Decorative image of workflows in a line.
Jun 02, 2024

Optimize Processes for Large Spaces with the Multi-Camera Tracking Workflow

This post is the first in a series on building multi-camera tracking vision AI applications. In this part, we introduce the overall end-to-end workflow,...
12 MIN READ