Agri Shield: Identify Plant Disease Using Machine Learning

Abstract-This paper introduces Agri Shield, an innovative approach using machine learning, particularly convolutional neural networks, for predicting plant diseases and recommending sustainable individualized remedies. Agri Shield embodies early-stage disease detection with ecologically friendly solutions, making it easier for farmers and plant enthusiasts to care for plants, as such information would be sourced from a multiplicity of sources. The proposed system is able to detect 20 different diseases of 5 common plants with 93% accuracy.