Internet of Things for Greenhouse Monitoring System Using Deep Learning and Bot Notification Services

Internet of Things for Greenhouse Monitoring System Using Deep Learning and Bot Notification Services

Internet of things (IoT) plays a big important role in agricultural industry recently in order to provide a support to farmers such as growth monitoring system of temperature, humidity and water supply, and also early disease monitoring and detection system.

To provide a smart farming solutions, this paper proposed an IoT system with a bot notification on tomato growing stages.

We trained and tested the deep learning model to detect the fruit proposal region. Then, the detected regions were classified into 6 stages of fruit growth using the visible wavelength as a feature in SVM classification with the weight accuracy of 91.5%