Plantgenic is an AI-based system developed to identify whether the plants are healthy or diseased. With the help of deep learning, Plantgenic is able to recognize whether the input image is of plant or not and then it classifies the plant’s leaf image into its appropriate healthy or diseased category. Moreover, the trained AI Models also help to identify the diseased area by using the Class Activation Mapping technique.
The interfaces of the system are developed for both web and mobile devices. Farmers have the mobile application, developed using React Native, to scan the leaf image and get automated feedback from AI trained models. Experts and Admin have a web application developed in React to help farmers with manual feedback and to further enhance the AI model.