synthetic data

May 18, 2023

Bringing Far-Field Objects into Focus with Synthetic Data for Camera-Based AV Perception

Detecting far-field objects, such as vehicles that are more than 100 m away, is fundamental for automated driving systems to maneuver safely while operating on...
7 MIN READ
GIF of woman with hair being manipulated by generative AI.
May 03, 2023

Latest NVIDIA Graphics Research Advances Generative AI’s Next Frontier

NVIDIA will present around 20 research papers at SIGGRAPH, the year’s most important computer graphics conference.
1 MIN READ
May 01, 2023

Exelon Uses Synthetic Data Generation of Grid Infrastructure to Automate Drone Inspection

Most drone inspections still require a human to manually inspect the video for defects. Computer vison can help automate and accelerate this inspection process....
8 MIN READ
Car and scratched panel
Apr 19, 2023

How to Train a Defect Detection Model Using Synthetic Data with NVIDIA Omniverse Replicator

According to the American Society of Quality (ASQ), defects cost manufacturers nearly 20% of overall sales revenue. The products that we interact with on a...
9 MIN READ
Robotic arm
Apr 18, 2023

Create Realistic Robotics Simulations with ROS 2 MoveIt and NVIDIA Isaac Sim

MoveIt is a robotic manipulation platform that incorporates the latest advances in motion planning, manipulation, 3D perception, kinematics, control, and...
4 MIN READ
Three crates containing various fruits
Mar 29, 2023

Bootstrapping Object Detection Model Training with 3D Synthetic Data

Training AI models requires mountains of data. Acquiring large sets of training data can be difficult, time-consuming, and expensive. Also, the data collected...
12 MIN READ
An illustration of 3 different robots in a warehouse setting.
Feb 21, 2023

Top Robotics Sessions at NVIDIA GTC 2023 

Get to know the NVIDIA technologies and software development tools powering the latest in robotics and edge AI.
1 MIN READ
A digitalized street with cars, bikes and pedestrians.
Feb 15, 2023

Upcoming Event: The Next Frontier of Computer Vision: Simulation and Synthetic Data

Learn how simulation and synthetic data are transforming vision AI applications at the NVIDIA Metropolis meetup on February 22 and 23.
1 MIN READ
A GIF showing an illustrated warehouse from a low view point with flashing lights and colors.
Feb 10, 2023

Top Synthetic Data Sessions at NVIDIA GTC 2023

Discover how 3D synthetic data generation is accelerating AI and simulation workflows.
1 MIN READ
Jan 20, 2023

Validating Active Sensors in NVIDIA DRIVE Sim

Autonomous vehicle development is all about scale. Engineers must collect and label massive amounts of data to train self-driving neural networks.  This...
2 MIN READ
Jan 03, 2023

Rapidly Generate 3D Assets for Virtual Worlds with Generative AI

To accelerate the development of 3D worlds and the metaverse, NVIDIA has launched numerous AI research projects to help creators across industries unlock new...
5 MIN READ
Sep 21, 2022

Accelerate AI Training Faster Than Ever with New NVIDIA Omniverse Replicator Capabilities

Announced at GTC, technical artists, software developers, and ML engineers can now build custom, physically accurate, synthetic data generation pipelines in the...
6 MIN READ
Jul 27, 2022

Closing the Sim2Real Gap with NVIDIA Isaac Sim and NVIDIA Isaac Replicator

Synthetic data is an important tool in training machine learning models for computer vision applications. Researchers from NVIDIA have introduced a structured...
10 MIN READ
Jun 27, 2022

Build Custom Synthetic Data Generation Pipelines with Omniverse Replicator

Companies providing synthetic data generation tools and services, as well as developers, can now build custom physically accurate synthetic data generation...
8 MIN READ
Jun 14, 2022

Visual Components Connector for NVIDIA Omniverse: A Perfect Recipe for Manufacturing Digitalization

Learn about how the Visual Components NVIDIA Omniverse Connector creates a simulation solution for the manufacturing industry to resolve operational and planning challenges.
1 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