Скачать или смотреть Revolutionizing Farming with AI | Plantify-AI Crop Disease Detection Project

Revolutionizing Farming with AI | Plantify-AI Crop Disease Detection Project

🌾 About This Project:
Plantify-AI is an AI-powered Crop Disease Prediction System built to help farmers identify plant diseases instantly through image analysis. This project integrates Deep Learning (CNN - ResNet50) with a Django backend and React frontend, enabling real-time disease detection and smart recommendations for crop health management.

🚀 Key Features:

🌿 Image-based crop disease detection using CNN (ResNet-50)
💡 Accurate and real-time predictions
🌐 Web and mobile-friendly interface (React & Django)
🧠 Trained on large dataset with 38 categories
🔔 Smart notification system and user dashboard
🔒 Secure authentication (JWT + OTP Email Verification)

🛠 Tech Stack Used:
Frontend: React, HTML, CSS, JavaScript
Backend: Django, Python
Machine Learning: TensorFlow, Keras, ResNet-50
Database: SQLite / PostgreSQL
Tools: OpenCV, NumPy, Pandas

📽 What You’ll Learn in This Video:
Step-by-step system workflow
Dataset and model training process
Live demo of disease prediction
Frontend and backend integration

📚 Useful for:
Students | AI & ML Enthusiasts | Researchers | Farmers | Project Showcase

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