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IoT | TensorFlow Weather Station Predicts Rainfall Intensity IoT | TensorFlow Weather Station Predicts Rainfall Intensity Collates local weather data on Google Sheets and interprets it with a neural network model built w/ TensorFlow to predict rainfall intensity Hardware components × × × × Hot glue gun (generic) Story Especially in 2020, instant heavy and violent rainfalls have caused detrimental effects on greenhouses and crop yields in my country. Unfortunately, these days unexpected and excessive rainfalls occur more frequently and became relatively common due to climate change in some areas. Meanwhile, other regions suffer from drought. As 2020 passes, more than thirty-five incidents that caused the loss of crops and livestock due to heavy and violent rainfalls are recorded in my region. To contribute to the solution to forfend and avert excessive rainfall instigated problems like agricultural productivity loss, I contemplated this project as a starting point.

Australian capital territoryAndrew culclasureArduino unoCanberra international airportNews bureauGeorgia southern universityApis servicesUniversity of illinoisNeural networks to provide local weatherGoogle client libraryBuilding an artificial neural networkUniversity of illinois at urbana champaignWeather station kitWind vaneBrain bucketGoogle sheets