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Bearing Defect Dataset

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IEEE2026-04-17 收录
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https://ieee-dataport.org/documents/bearing-defect-dataset
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The BD-DET is obtained by professional industrial cameras equipped with a ring light source, with a resolution of 2456×2048. The basic structure of the bearing includes inner and outer rings, a cage, and a sealing cover. Defects are mainly concentrated in the sealing cover area, and are divided into two types: scratches and presses. During the data acquisition process, some data only contain one type of defect, either scratches or presses, while the remaining data contain a mixture of the two defects. The scratch defect appears as a bright line with random shapes and multi-scales, while the press defect appears as an irregular bright spot.
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