GARDENPRO-Android Mobile Application for Home Garden Management Using Machine Learning Augmented Reality and IOT

ABSTRACT

IoT is an important technology for Agriculture. When it comes to machine learning-based decisions related to agriculture the farmers can take precise decisions according to the sensor data collected from IoT. But most people who live in urban areas of Sri Lanka were adopted to agriculture because of COVID 19 pandemic situation. So most of the people have limited space for gardening, and newcomers haven't proper knowledge of what are the crops suitable for their area of garden space and relevant instructions to grow the crops which they like and environment factors needed. And they haven't understood the type of fertilizers that need for the crop. Almost nowadays people haven't much time for watering and care the plants that they like to grow in their garden. Garden Pro Android Application had introduced a feature Machine Learning based crop recommendation system for newcomers to home gardening. By using this feature of the app user can get an idea about crops that are suitable for their garden area, gardening instructions. And soil moisture also fertilizers and the application shows real-time temperature, soil moisture, and humidity, water level required for the crop that collected from IoT sensors and additionally the 3D View of the plants that predicted according to the soil conditions visualize to the user by Augmented reality technology. © 2022 IEEE.