A smart irrigation system that uses an ESP32 microcontroller with a deep learning model to automate water pumping based on soil moisture data. The model predicts when to turn the pump on or off, optimizing water usage for sustainable farming.
Data used for training our deep AI model was obtained from here (Ref: Kaur, Amritpal; Bhatt, Devershi Pallavi; Raja, Linesh (2023), “Soil Moisture, Air temperature, humidity, and Motor on/off Monitoring data”, Mendeley Data, V1, doi: 10.17632/fpdwmm7nrb.1)
