rnbindun/crop.ai-

🌱 CropDoc AI is an AI-powered smart farming assistant that helps farmers detect crop diseases from leaf images using Deep Learning (CNN). The platform also provides real-time weather forecasts, live mandi prices, pest alerts, pharmacy recommendations, and multilingual voice assistance to support informed agricultural decision-making # UB-1016_cropdoc_ai # 🌿 CropDoc AI — Smart Agriculture Assistant CropDoc AI is an AI-powered agricultural platform that helps farmers detect crop diseases instantly using camera or image upload, and provides remedies, prevention, rain prediction, market intelligence, and smart farming insights. Built for Hackathon to empower farmers with accessible and affordable AI. --- # 🚀 Features ## 🌱 AI Disease Detection - Detect crop diseases using image or camera - Uses trained Deep Learning model (TensorFlow) - Shows: - Disease name - Confidence level - Severity level - Risk level - Remedy - Prevention ## 📷 Camera Integration - Capture plant image directly from camera - Real-time detection ## 🔊 Voice Assistant - Speaks disease result - Farmer-friendly accessibility ## 🌧 Rain Prediction - Detect rain possibility using location - Uses real-time weather API ## 📍 Automatic Location Detection - Detect farmer location automatically ## 💰 Mandi Price (Upcoming) - Show crop market prices - Suggest best market ## 🐛 Pest Alert System (Upcoming) - Farmers report pest attack - Alert nearby farmers ## 📊 Yield Prediction (Upcoming) - Predict expected crop yield using AI --- # 🧠 Technology Stack Frontend: - HTML - CSS - JavaScript Backend: - FastAPI - Python AI / ML: - TensorFlow - CNN Model - PlantVillage Dataset Other: - OpenWeather API - Geolocation API - SpeechSynthesis API --- # 🏗 Project Structure