Computer Vision / Video Analytics

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
Simulated 2D and 3D CT scans.
Dec 05, 2024

Celebrating Open Science and Enterprise AI Innovation on MONAI’s 5th Anniversary

As MONAI celebrates its fifth anniversary, we're witnessing the convergence of our vision for open medical AI with production-ready enterprise solutions. ...
7 MIN READ
Dec 03, 2024

Scaling Action Recognition Models with Synthetic Data

Action recognition models such as PoseClassificationNet have been around for some time, helping systems identify and classify human actions like walking,...
11 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
Nov 25, 2024

Just Released: NVIDIA DeepStream 7.1

The new release introduces Python support in Service Maker to accelerate real-time multimedia and AI inference applications with a powerful GStreamer...
1 MIN READ
A closeup of an eye.
Nov 21, 2024

AI Unlocks Early Clues to Alzheimer’s Through Retinal Scans

Your eyes could hold the key to unlocking early detection of Alzheimer’s and dementia, with a groundbreaking AI study. Called Eye-AD, the deep learning...
3 MIN READ
Decorative image of icons and a molecular structure in green.
Nov 04, 2024

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
A slide of breast cancer cells.
Oct 31, 2024

Deep Learning AI Model Identifies Breast Cancer Spread without Surgery

A new deep learning model could reduce the need for surgery when diagnosing whether cancer cells are spreading, including to nearby lymph nodes—also known as...
4 MIN READ
Close-up shot of a wolf howling. Courtesy of Pexels/patrice schoefolt.
Oct 29, 2024

AI-Powered Devices Track Howls to Save Wolves

A new cell-phone-sized device—which can be deployed in vast, remote areas—is using AI to identify and geolocate wildlife to help conservationists track...
5 MIN READ
Decorative image.
Oct 24, 2024

Federated Learning in Autonomous Vehicles Using Cross-Border Training

Federated learning is revolutionizing the development of autonomous vehicles (AVs), particularly in cross-country scenarios where diverse data sources and...
10 MIN READ
Image of a car speeding on a road in the sunshine.
Oct 23, 2024

Optimizing the CV Pipeline in Automotive Vehicle Development Using the PVA Engine

In the field of automotive vehicle software development, more large-scale AI models are being integrated into autonomous vehicles. The models range from vision...
16 MIN READ
Oct 07, 2024

Accelerating Reality Capture Workflows with AI and NVIDIA RTX GPUs

Reality capture creates highly accurate, detailed, and immersive digital representations of environments. Innovations in site scanning and accelerated data...
10 MIN READ
Oct 07, 2024

Optimizing Microsoft Bing Visual Search with NVIDIA Accelerated Libraries

Microsoft Bing Visual Search enables people around the world to find content using photographs as queries. The heart of this capability is Microsoft's TuringMM...
11 MIN READ
Oct 07, 2024

Generate Image and Text Embeddings with NV-CLIP

NV-CLIP, a cutting-edge multimodal embeddings model for image and text, is now generally available.
1 MIN READ
Photo of an image scanner. Source: ORSI Academy.
Oct 07, 2024

Real-Time Surgical Guidance by Fusing Multi-Modal Imaging with NVIDIA Holoscan

Developers in the fields of image-guided surgery and surgical vision face unique challenges in creating systems and applications that can significantly improve...
7 MIN READ
An African farmer using an AI-powered chatbot on a cell phone asking a farming related question.
Sep 27, 2024

AI Chatbot Delivers Multilingual Support to African Farmers

Some of Africa’s most resource-constrained farmers are gaining access to on-demand, AI-powered advice through a multimodal chatbot that gives detailed...
4 MIN READ