Synthetic Data Generation
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
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
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
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
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
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
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
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
Feb 21, 2023
Top Robotics Sessions at NVIDIA GTC 2023Â
Get to know the NVIDIA technologies and software development tools powering the latest in robotics and edge AI.
1 MIN READ