Location
Chamberlain Student Center
Document Type
Poster
College
Henry M. Rowan College of Engineering
Start Date
26-3-2024 12:00 PM
End Date
26-3-2024 3:00 PM
Abstract
Artificial Intelligence (AI) can perform complex tasks quickly such as object detection. To perform these tasks, the AI algorithms are first trained on data. However, some data such as labeled imagery of aerial objects is hard to obtain. Utilizing Virtual Reality (VR) software, a custom tool called DyViR was made to generate synthetic training datasets. Users customize the virtual environment, aerial objects, and sensor modality to produce custom-tailored datasets.
Included in
Artificial Intelligence and Robotics Commons, Electrical and Computer Engineering Commons
DyVir: Virtual Reality Generated Synthetic Training Datasets for AI
Chamberlain Student Center
Artificial Intelligence (AI) can perform complex tasks quickly such as object detection. To perform these tasks, the AI algorithms are first trained on data. However, some data such as labeled imagery of aerial objects is hard to obtain. Utilizing Virtual Reality (VR) software, a custom tool called DyViR was made to generate synthetic training datasets. Users customize the virtual environment, aerial objects, and sensor modality to produce custom-tailored datasets.