AI RESEARCH
Generating Satellite Imagery Data for Wildfire Detection through Mask-Conditioned Generative AI
arXiv CS.AI
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ArXi:2604.02479v1 Announce Type: cross The scarcity of labeled satellite imagery remains a fundamental bottleneck for deep-learning (DL)-based wildfire monitoring systems. This paper investigates whether a diffusion-based foundation model for Earth Observation (EO), EarthSynth, can synthesize realistic post-wildfire Sentinel-2 RGB imagery conditioned on existing burn masks, without task-specific re