Generating Satellite Imagery Data for Wildfire Detection through Mask-Conditioned Generative AI

Valeria Martin, K. Brent Venable, Derek Morgan

The scarcity of labeled satellite imagery remains a fundamental bottleneck for deep-learning (DL)-based wildfire monitoring systems. This paper investigates whether a diffusion-bas…