Improved YOLOv8 Algorithms for Agricultural Monitoring and Harvesting Tasks: A Comprehensive Review

Key Points

• The aim is to review advancements in YOLOv8 algorithms specifically for agricultural applications.
• Comprehensive literature review of YOLOv8 algorithms
• Analysis of their effectiveness in agricultural monitoring
• Assessment of improvements in task-specific performance
• Identified key advancements in YOLOv8 for agriculture
• Highlighted benefits for monitoring and harvesting efficiency
• Outlined potential future research directions in the field