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[R] New neural-network rain forecasting based on satellite images

Hi! We significantly improved the current state of the art quality of nowcasting (rain detection and prediction up to 2 hours) based on satellite images and run it as a service.

We use meteoradar data, satellite images, and weather predictions to feed an unet-based neural network. For now, our service covers almost all Eurasia continent. The whole world will be covered soon!

Video: https://youtu.be/9zd3VR-prYU

Paper: https://arxiv.org/abs/1905.09932

Service: https://yandex.com/weather/nowcast

submitted by /u/vlivashkin
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.