Synthetic Data Generation

Jan 09, 2025

Advancing Physical AI with NVIDIA Cosmos World Foundation Model Platform

As robotics and autonomous vehicles advance, accelerating development of physical AI—which enables autonomous machines to perceive, understand, and perform...
14 MIN READ
Jan 06, 2025

How to Build a Generative AI-Enabled Synthetic Data Pipeline for Perception-Based Physical AI

Training physical AI models used to power autonomous machines, such as robots and autonomous vehicles, requires huge amounts of data. Acquiring large sets of...
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
Sep 30, 2024

Improve Reinforcement Learning from Human Feedback with Leaderboard-Topping Reward Model

Llama 3.1 Nemotron 70B Reward model helps generate high-quality training data that aligns with human preferences for finance, retail, healthcare, scientific...
1 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 16, 2024

Leverage the Latest Open Models for Synthetic Data Generation with NVIDIA Nemotron-4-340B

The Llama-3.1-Nemotron 70B-Reward model helps generate high-quality training data that aligns with human preferences for finance, retail,...
8 MIN READ
An illustration representing syntheti
Jul 23, 2024

Creating Synthetic Data Using Llama 3.1 405B

Synthetic data isn’t about creating new information. It's about transforming existing information to create different variants. For over a decade, synthetic...
15 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
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
May 31, 2024

How to Train an Object Detection Model for Visual Inspection with Synthetic Data

AI is rapidly changing industrial visual inspection. In a factory setting, visual inspection is used for many issues, including detecting defects and missing or...
8 MIN READ
nearly 100 training labs from GTC available on demand
May 07, 2024

NVIDIA GTC Training Labs On Demand Available Now

Missed GTC or want to replay your favorite training labs? Find it on demand with the NVIDIA GTC Training Labs playlist.
1 MIN READ
Picture of cardboard in bin.
May 06, 2024

Automating Smart Pick-and-Place with Intrinsic Flowstate and NVIDIA Isaac Manipulator

We are announcing our collaboration with Intrinsic.ai on learning foundation skill models for industrial robotics tasks. Many pick-and-place problems in...
4 MIN READ
Collage of four computer vision images.
Feb 29, 2024

Top Synthetic Data Generation Sessions at NVIDIA GTC 2024

Learn how synthetic data is supercharging 3D simulation and computer vision workflows, from visual inspection to autonomous machines.
1 MIN READ
An image of the inside of an industrial manufacturing building.
Jan 18, 2024

Generate Synthetic Data for Deep Object Pose Estimation Training with NVIDIA Isaac ROS

For robotic agents to interact with objects in their environment, they must know the position and orientation of objects around them. This information describes...
9 MIN READ
Using Synthetic Data to Address Novel Viewpoints for AV Perception
Nov 13, 2023

Using Synthetic Data to Address Novel Viewpoints for Autonomous Vehicle Perception

Autonomous vehicles (AV) come in all shapes and sizes, ranging from small passenger cars to multi-axle semi-trucks. However, a perception algorithm deployed on...
7 MIN READ
Oct 29, 2023

How to Train Autonomous Mobile Robots to Detect Warehouse Pallet Jacks Using Synthetic Data

Synthetic data can play a key role when training perception AI models that are deployed on autonomous mobile robots (AMRs). This process is becoming...
10 MIN READ