hyungting/DGMR-pytorch
An implementation of Deep Generative Model of Radars from DeepMind in PyTorch
This project helps meteorologists and weather forecasters predict future rainfall by generating a sequence of radar images. You provide historical radar data as a series of images, and it outputs predictions of how those radar patterns will evolve. This is designed for anyone involved in weather monitoring or hydrological forecasting who needs to anticipate precipitation events.
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Use this if you need to generate short-term forecasts of rainfall patterns based on a sequence of past radar observations.
Not ideal if you need long-range weather predictions or if your input data is not in a radar image format.
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Python
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Last pushed
Nov 15, 2022
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