A Comprehensive Result Paper on CropShield: Predictive Modeling for Price and Plant Health

Abstract

The project,” CropShield: Price Prediction and Disease
Detection for Smart Pesticide Advisory” provides an AI
powered system to support farmers and officials in decision
making. It features crop price prediction, offering future
market estimates based on historical and regional data, and
leaf disease detection using CNNs to identify diseases from
images and recommend treatments. Talathi contribute
regional data, ensuring accurate predictions. The platform
also integrates weather forecasts and government schemes,
enhancing its utility. With a user-friendly interface and con
tinuous model refinement, this solution aims to boost crop
yield, reduce losses, and improve price management in
agriculture, ultimately advancing productivity and economic
stability