AgriFlow AI is a smart irrigation setup that helps farmers cut down on water waste. It relies on low‑cost sensors and a Raspberry Pi to keep an eye on soil moisture, temperature, humidity, and the latest weather forecast. All that data gets sent to a neural network running in the cloud, which then decides the best watering schedule. The system can turn the valve on and off entirely on its own, but there’s also a web dashboard where the farmer can check the field in real time and jump in whenever they want. During testing, the model reached an R² of 0.92, missed the mark by only about 2 minutes on average, and ended up using around 30% less water than a regular timer‑based system. This work was conducted at Arab International University (AIU), Syria. The official website of the university is: https://www.aiu.edu.sy
Anto Torossian (Wed,) studied this question.