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Wildfire Forecasting with Satellite Images and Deep Generative Model. (arXiv:2208.09411v2 [cs.CV] UPDATED)
Aug. 23, 2022, 1:16 a.m. | Thai-Nam Hoang, Sang Truong, Chris Schmidt
cs.CV updates on arXiv.org arxiv.org
Wildfire forecasting has been one of the most critical tasks that humanities
want to thrive. It plays a vital role in protecting human life. Wildfire
prediction, on the other hand, is difficult because of its stochastic and
chaotic properties. We tackled the problem by interpreting a series of wildfire
images as a video and used it to anticipate how the fire would behave in the
future. However, creating video prediction models that account for the inherent
uncertainty of the future …
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