NVIDIA Corporation
SYSTEM AND METHOD FOR PROCEDURALLY SYNTHESIZING DATASETS OF OBJECTS OF INTEREST FOR TRAINING MACHINE-LEARNING MODELS

Abstract:

The disclosure provides a vehicle, a machine vision system, and a robot. In one example, the vehicle includes one or more processing units to implement a machine-learning model and to identify one or more objects depicted in one or more images using the machine-learning model, the machine-learning model being trained using a training dataset that includes a plurality of images procedurally synthesized according to one or more training image definitions.