AgroCare: AI-Powered Crop Management System

Agriculture faces growing challenges due to climate change, resource limitations, and rising global demand. AgroCare is an intelligent decision-support system designed to assist farmers through real-time crop recommendations, fertilizer suggestions, disease detection, and yield prediction. Leveraging powerful APIs like Gemini, OpenWeather, and Plant.id, combined with deep learning techniques including Convolutional Neural Networks (CNNs) and Large Language Models (LLMs), the system ensures precision and personalization. The platform features a Firebase-authenticated user interface and rich data visualizations, offering actionable insights and sustainable farming practices. Keywords—AgroCare, crop recommendation, fertilizer suggestion, disease detection, yield prediction, Gemini API, Plant.id, OpenWeather, CNN, LLM, precision agriculture, smart farming, Firebase, Chart.js.