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Jan, 2025
YOLOv7在厨房安全中处理刀具的性能
Performance of YOLOv7 in Kitchen Safety While Handling Knife
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Athulya Sundaresan Geetha
TL;DR
本研究解决了厨房中刀具使用的不安全行为,尤其是手指放置不当和刀刃接触手的问题。通过使用先进的YOLOv7物体检测模型,该研究展示了其在检测刀具相关危险方面的潜力,最高mAP50-95得分为0.7879,精确率为0.9063,召回率为0.7503。这表明YOLOv7可以促进改善厨房安全的措施。
Abstract
Safe knife practices in the kitchen significantly reduce the risk of cuts, injuries, and serious accidents during food preparation. Using
YOLOv7
, an advanced
object detection
model, this study focuses on identify
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