The Big Data Myth: Using Diffusion Models for Dataset Generation to Train Deep Detection Models

Roy Voetman, Maya Aghaei, Klaas Dijkstra

Despite the notable accomplishments of deep object detection models, a major challenge that persists is the requirement for extensive amounts of training data. The process of procu…