The palm tree sector faces significant challenges due to the slow and often inaccurate nature of traditional manual inspection. "Smart Oasis" addresses this by providing an advanced technical solution that automates the diagnosis of palm tree diseases using a sophisticated triple-model Deep Learning framework. The Three Core Components: 1. Detection & Verification: An initial AI model designed to accurately identify and verify palm trees from field images. 2. Disease Analysis & Diagnosis: A specialized deep learning engine that analyzes leaf patterns to classify specific diseases with high precision (achieving up to 96% accuracy). 3. Expert AI Consultant: An integrated RAG-based Chatbot that provides real-time agricultural consultations and treatment recommendations based on verified project research.
مشاريع مقترحة