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Category: Software
Organization: Government of Himachal Pradesh
Abstract
This project involves developing an AI-Driven Drone Management System for apple orchards using Python. The system will utilize drones equipped with multispectral and thermal cameras to monitor tree health, manage nutrients, and control pests.
Features
- Multispectral Imaging Analysis: AI algorithms will analyze multispectral images to assess tree health, detecting issues like nutrient deficiencies and pest infestations.
- Thermal Imaging for Water Stress: The system will use thermal imaging to identify areas of water stress in the orchard.
- Predictive Analytics: Machine learning models will predict yield and optimize the application of fertilizers and pesticides based on historical and real-time data.
Expected Outcome: The system will enhance the efficiency and profitability of apple production by enabling precision agriculture, reducing input costs, and improving yield quality.
View more: Top 10 Problem Statements with Solution Ideas for Smart India Hackathon 2024 on Agriculture, Food Tech & Rural Development
