The application provides various features such as early detection of plant disease which has been implemented using various approaches. After evaluation results showed that CNN was performing better for plant disease detection with an accuracy of 97.94% at 20 epochs.
It further helps the farmer to forecast the weather to decide the right time for agricultural activities like harvesting and plucking. To make sure the disease is not recurring due to loss in soil minerals, a crop specific fertilizer calculator is incorporated which can calculate the amount of urea, diammonium phosphate and muriate of potash required for a given area.
Since India is a multilingual country, the application has been designed to incorporate language translation in four languages namely Marathi, Hindi, Punjabi and English.