Synthetic Data Generation

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
Oct 18, 2023

Boost Synthetic Data Generation with Low-Code Workflows in NVIDIA Omniverse Replicator 1.10

Data is the lifeblood of AI systems, which rely on robust datasets to learn and make predictions or decisions. For perception AI models specifically, it is...
5 MIN READ
Sep 26, 2023

Validating NVIDIA DRIVE Sim Radar Models

Sensor simulation is a critical tool to address the gaps in real-world data for autonomous vehicle (AV) development. However, it is only effective if sensor...
15 MIN READ
Sep 18, 2023

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
Aug 01, 2023

Developing Smart City Traffic Management Systems with OpenUSD and Synthetic Data

Smart cities are the future of urban living. Yet they can present various challenges for city planners, most notably in the realm of transportation. To be...
7 MIN READ
Stacked pallets
Jul 18, 2023

Developing a Pallet Detection Model Using OpenUSD and Synthetic Data

Imagine you are a robotics or machine learning (ML) engineer tasked with developing a model to detect pallets so that a forklift can manipulate them. ‌You are...
14 MIN READ
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 vision can help automate and accelerate this inspection...
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