Bean plant health predictor through images of leaves using ViT image classifier

Problem Statement: A farming company that is having issues with diseases affecting their bean plants. The farmers have to constantly monitor the leaves of the plants so that they can immediately treat the leaves if they show any signs of disease. We are asked to build a machine learning-based app they can deploy on a drone to quickly identify diseased plants.

Solution: Building a Leaf Classification App that focuses on image classification to quickly identify diseased plants.

• The Dataset used for finetuning the model Beans.
• The model used for classifying the images Vision Transformer (base-sized model).