Research on Abrasive Particle Target Detection and Feature Extraction for Marine Lubricating Oil
Chenzhao Bai,
Jiaqi Ding,
Hongpeng Zhang
et al.
Abstract:The hydraulic oil of marine equipment contains a large number of abrasive contaminants that reflect the operating condition of the equipment. In order to realize the detection of particulate contaminants, this research first proposes a shape-based classification method for oil abrasive particles, designs an oil abrasive particle collection system, and constructs a new dataset. After that, the research introduces deep learning target detection technology in computer vision, and uses GhostNet to lighten the netw… Show more
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