NishaSPotkule/AI-Based_Farmer_Assistant

An AI-based farmer assistance application that helps farmers detect crop diseases, recommend suitable crops, provide weather predictions, display real-time mandi prices, offer an AI chatbot for queries, and include a community feature to stay connected with other farmers. # 🌾 Smart Kisan - AI Based Farmer Assistant Application Smart Kisan is an AI-powered Android application designed to assist farmers in making better agricultural decisions. The application combines Machine Learning, Artificial Intelligence, Firebase, and real-time APIs to provide services such as crop disease detection, crop recommendation, weather forecasting, mandi price updates, expense tracking, community interaction, and Chatbot. --- ## 📱 Features ### 🌿 Crop Disease Detection - Detects plant diseases from leaf images. - Uses a TensorFlow Lite model based on MobileNetV2. - Provides disease prediction. - Works directly on mobile devices for faster results. ### 🌱 Crop Recommendation - Recommends suitable crops based on: - Nitrogen (N) - Phosphorus (P) - Potassium (K) - Temperature - Humidity - Rainfall - Uses a Random Forest Machine Learning model. ### ☁️ Weather Forecast - Provides real-time weather information. - Displays: - Temperature - Humidity - Rainfall - Weather conditions - Helps farmers plan agricultural activities effectively. ### 💰 Mandi Price Updates - Displays current crop market prices. - Helps farmers make better selling decisions. - Provides access to real-time agricultural market information. ### 📊 Expense Tracker - Allows farmers to record income and expenses. - Tracks farming costs and profits. - Helps maintain financial records digitally. ### 👨‍🌾 Farmer Community - Enables farmers to interact with each other. - Share farming experiences and solutions. - Build a collaborative farming ecosystem. ### 🤖 AI Chatbot - Provides instant responses to agricultural queries. - Uses AI and Natural Language Processing (NLP). - Acts as a virtual farming assistant. --- ## 🏗️ System Architecture ```text User │ ▼ Android Application │ ├── Crop Disease Detection │ │ │ ▼ │ TensorFlow Lite Model │ ├── Crop Recommendation │ │ │ ▼ │ Random Forest Model │ ├── Weather API │ ├── Mandi Price API │ ├── AI Chatbot │ └── Firebase Ba …