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‘CountShoots’ unveils advanced UAV and AI techniques for precise slash pine shoot counting

The overall research roadmap. Credit: Plant Phenomics In southern China, the genetically improved slash pine (Pinus elliottii) plays a crucial role in timber and resin production, with new shoot density being a key growth trait. Current manual counting methods are inefficient and inaccurate. Emerging technologies such as UAV-based RGB imaging and deep learning (DL) offer

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