Field-deployable lightweight YOLOv8n for real-time detection and counting of Maize seedlings using UAV RGB imagery.

Front Plant Sci · 2025 · PMC12450948 · PMID 40989739

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Introduction Maize is the second largest grain crop in China, with an overall trend of steady growth in acreage and production, and is widely used in food, feed, biodiesel and industry, which is of great significance to China’s production development.

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