Computer Vision / Video Analytics

Digitized cancer cell slides.
Sep 05, 2024

AI-Powered Platform Advances Personalized Cancer Diagnostics and Treatments

A recent study introduced a cutting-edge AI-powered pathology platform that can help doctors diagnose and evaluate lung cancer in patients quickly and...
3 MIN READ
GIF of an image changing in response to the prompt.
Aug 30, 2024

Fast Inversion for Real-Time Image Editing with Text

Text-to-image diffusion models can generate diverse, high-fidelity images based on user-provided text prompts. They operate by mapping a random sample from a...
8 MIN READ
GIF shows multiple photos and images selected within the photos according to a prompt, such as "person with glasses" or "tallest cat."
Aug 28, 2024

New Foundational Models and Training Capabilities with NVIDIA TAO 5.5

NVIDIA TAO is a framework designed to simplify and accelerate the development and deployment of AI models. It enables you to use pretrained models, fine-tune...
13 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
A GIF of a person using SPICA.
Aug 12, 2024

Interactive AI Tool Delivers Immersive Video Content to Blind and Low-Vision Viewers

New research aims to revolutionize video accessibility for blind or low-vision (BLV) viewers with an AI-powered system that gives users the ability to explore...
4 MIN READ
An aerial view of a shark swimming.
Aug 06, 2024

​​Real-Time AI Shark Detection is Boosting Beach Safety

California beaches are becoming safer with a new AI-powered shark detection system. Known as SharkEye, the technology identifies sharks near shorelines in real...
2 MIN READ
Decorative image of icons and a molecular structure in green.
Jul 29, 2024

Build VLM-Powered Visual AI Agents Using NVIDIA NIM and NVIDIA VIA Microservices

Traditional video analytics applications and their development workflow are typically built on fixed-function, limited models that are designed to detect and...
10 MIN READ
Three CT scan segments on a black background.
Jul 26, 2024

Computed Tomography Organ and Disease Segmentation Using the NVIDIA VISTA-3D NIM Microservice

Over 300M computed tomography (CT) scans are performed globally, 85M in the US alone. Radiologists are looking for ways to speed up their workflow and generate...
9 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
Decorative image of workflow steps.
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 28, 2024

Introducing DoRA, a High-Performing Alternative to LoRA for Fine-Tuning

Full fine-tuning (FT) is commonly employed to tailor general pretrained models for specific downstream tasks. To reduce the training cost, parameter-efficient...
6 MIN READ
Jun 26, 2024

Improving Video Quality with the NVIDIA Video Codec SDK 12.2 for HEVC

NVIDIA Video Codec SDK provides a comprehensive set of APIs for hardware-accelerated video encode and decode on Windows and Linux. The 12.2 release improves...
7 MIN READ
Image of a factory floor with loading equipment and a person with a clipboard.
Jun 26, 2024

Transforming Microsoft XLS and PPT Files into a Factory Digital Twin with OpenUSD

SyncTwin GmbH, a company that builds software to optimize production, intralogistics, and assembly, is on a mission to unlock industrial digital twins for small...
7 MIN READ
Jun 25, 2024

AI-Enhanced Navigation Charts Safer Waters for Massive Ships

Maritime startup Orca AI is pioneering safety at sea with its AI-powered navigation system, which provides real-time video processing to help crews make...
5 MIN READ
Jun 24, 2024

Addressing Medical Imaging Limitations with Synthetic Data Generation

Synthetic data in medical imaging offers numerous benefits, including the ability to augment datasets with diverse and realistic images where real data is...
9 MIN READ