Instance / Semantic Segmentation

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

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

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

Jul 25, 2023

Access the Latest in Vision AI Model Development Workflows with NVIDIA TAO Toolkit 5.0

NVIDIA TAO Toolkit provides a low-code AI framework to accelerate vision AI model development suitable for all skill levels, from novice beginners to expert...

14 MIN READ

Image of torso from medical segmentation scan.

Jun 20, 2023

Visual Foundation Models for Medical Image Analysis

The analysis of 3D medical images is crucial for advancing clinical responses, disease tracking, and overall patient survival. Deep learning models form the...

6 MIN READ

Mar 21, 2023

Develop AI-Powered Robots, Smart Vision Systems, and More with NVIDIA Jetson Orin Nano Developer Kit

The NVIDIA Jetson Orin Nano Developer Kit sets a new standard for creating entry-level AI-powered robots, smart drones, and intelligent vision systems, as...

9 MIN READ

Dec 19, 2022

Deploying Diverse AI Model Categories from Public Model Zoo Using NVIDIA Triton Inference Server

Nowadays, a huge number of implementations of state-of-the-art (SOTA) models and modeling solutions are present for different frameworks like TensorFlow, ONNX,...

12 MIN READ

Jun 22, 2022

Novel Transformer Model Achieves State-of-the-Art Benchmarks in 3D Medical Image Analysis

At the Computer Vision and Pattern Recognition Conference (CVPR), NVIDIA researchers are presenting over 35 papers. This includes work on Shifted WINdows UNEt...

6 MIN READ

May 23, 2022

Better Together: Accelerating AI Model Development with Lexset Synthetic Data and NVIDIA TAO

To develop an accurate computer vision AI application, you need massive amounts of high-quality data. With a traditional dataset, you might spend months...

9 MIN READ

May 05, 2022

Developing and Deploying AI-powered Robots with NVIDIA Isaac Sim and NVIDIA TAO

From building cars to helping surgeons and delivering pizzas, robots not only automate but also speed up human tasks manyfold. With the advent of AI, you can...

12 MIN READ

Jul 12, 2021

Building Medical 3D Image Segmentation Using Jupyter Notebooks from the NGC Catalog

The NVIDIA NGC team is hosting a webinar with live Q&A to dive into this Jupyter notebook available from the NGC catalog. Learn how to use these resources...

11 MIN READ

Feb 05, 2021

Building Image Segmentation Faster Using Jupyter Notebooks from NGC

The NVIDIA NGC team is hosting a webinar with live Q&A to dive into this Jupyter notebook available from the NGC catalog. Learn how to use these resources...

13 MIN READ

Jun 12, 2020

Using Multi-Scale Attention for Semantic Segmentation

There’s an important technology that is commonly used in autonomous driving, medical imaging, and even Zoom virtual backgrounds: semantic segmentation....

10 MIN READ

May 09, 2020

Accelerating Medical Image Segmentation with NVIDIA Tensor Cores and TensorFlow 2

Figure 1. Example of a serial section Transmission Electron Microscopy image (ssTEM) and its corresponding segmentation. Medical image segmentation is a hot...

11 MIN READ

Mar 13, 2019

Speeding Up Semantic Segmentation Using MATLAB Container from NVIDIA NGC

Gone are the days of using a single GPU to train a deep learning model. With computationally intensive algorithms such as semantic segmentation, a single GPU...

8 MIN READ

Nov 10, 2016

Image Segmentation Using DIGITS 5

Today we’re excited to announce NVIDIA DIGITS 5. DIGITS 5 comes with a number of new features, two of which are of particular interest for this post: a...

27 MIN READ