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. 2025 Oct 7;16:1677883. doi: 10.3389/fpls.2025.1677883

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Copyright © 2025 Liu, Qiao, Qiang, Zhang, Tian, Gu and Chen.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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Flowchart depicting a seed distribution and evaluation system. Components include a motor driver sending an electrical signal to a single-seed uniform distribution and spreading device. Seeds move along a conveyor belt into a seed dispenser. A Jetson Orin NX interfaces via USB, controlling seed evaluation. An LED light source provides supplemental illumination. Results are displayed on a monitor, showing seed samples marked in red. The concluding step is a decision box assessing if the sample is qualified. — Real-time detection system.