PestForecastAI

PestForecastAI is an AI-powered mobile application designed to help farmers, agricultural professionals, researchers, and students identify crop diseases quickly and accurately.

Users can capture a photo or upload an image of a crop leaf for intelligent disease detection. The application analyzes the image using deep learning techniques and provides disease identification, severity estimation, and explainable AI visualizations (Grad-CAM) to improve trust in predictions.

PestForecastAI also integrates weather-based disease risk assessment to help users take preventive action before disease outbreaks occur. The application provides disease information, treatment recommendations, and downloadable PDF reports for record keeping and agricultural decision-making.

Key Features

• AI-powered crop disease detection

• Camera and gallery image upload

• Disease severity estimation

• Explainable AI using Grad-CAM

• Weather-aware disease risk prediction

• Farmer-friendly advisory and treatment recommendations

• PDF report generation

• Simple, fast, and easy-to-use interface

PestForecastAI supports precision agriculture by enabling timely disease diagnosis and informed crop management decisions.