Page 193 - AI for Good-Innovate for Impact Final Report 2024

AI for Good-Innovate for Impact

44�3� Use case requirements

• REQ-01: Data Integration and Standardization - It’s critical to integrate and standardize
data from UAV imagery and IoT sensors (NPK, soil moisture, temperature) to ensure
seamless operation and accurate disease detection. 44 - UTM
• REQ-02: Machine Learning Models - It’s critical to implement and utilize advanced
machine learning models for predictive analytics and disease detection.
• REQ-03: User-Friendly Interface - It’s critical to develop a user-friendly interface for farmers
and stakeholders to interact with the AI-driven decision support system.
• REQ-04: Reliability and Performance - It’s critical to ensure the system is reliable and
performs efficiently under various conditions.
• REQ-05: Security and Privacy - It’s critical to ensure the security and privacy of data
collected and processed by the system.
• REQ-06: Training and Support - It’s critical to provide comprehensive training and support
to users for effective system utilization.

44�4� Sequence diagram

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