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🌿 Plant Disease Detection System

DEV CommunityΒ·Somnath DasΒ·27 days ago
#2gBTv1HJ
#model#option#python#tensorflow#fullscreen#disease
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Agriculture is the backbone of many economies, yet plant diseases continue to cause massive crop losses every year. What if farmers could detect diseases instantly using just an image? That’s exactly what this project does πŸ‘‡ πŸš€ Overview The Plant Disease Detection System is an AI-powered web application that leverages Deep Learning (CNN) to identify plant diseases from leaf images. Along with detection, it also provides fertilizer recommendations, treatment steps, and prevention guidance . Built using TensorFlow + Django , this project bridges the gap between AI and real-world agriculture 🌾 🎯 Key Features πŸ” Real-time Disease Detection Upload a plant leaf image and get instant predictions 🎯 High Accuracy Achieves 81–84% accuracy across 38 disease classes πŸ’Š Smart Recommendations Get treatment steps, fertilizers, and prevention tips πŸ“Š Prediction History Track all predictions with timestamps πŸ“± Responsive UI Works smoothly on desktop, tablet, and mobile πŸš€ REST API Support Easy integration with mobile…

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