Mateusz / CBM Fault Classifier Public
Target: Nordic nRF9160 DK (Cortex-M33 64MHz) Clone this project
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Data collected
33m 20s
Train / test split
79% / 21%

Dataset

Training (3,170)
Test (830)
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ID Sample name Label Added Length Device Signature Created Sensors
98656782 bearing.9 bearing 500ms HS256 pca0, pca1, pca2, pca3, pca4, pca5, pca6, pca7, pca8, pca9, pca10, pca11, pca12, pca13, pca14, pca15, pca16, pca17, pca18, pca19, pca20, pca21, pca22, pca23, pca24, pca25, pca26, pca27, pca28, pca29, pca30, pca31, pca32, pca33, pca34, pca35, pca36, pca37, pca38, pca39, pca40, pca41, pca42, pca43, pca44, pca45, pca46, pca47, pca48, pca49, pca50, pca51, pca52, pca53, pca54, pca55, pca56, pca57, pca58, pca59, pca60, pca61, pca62, pca63, pca64, pca65, pca66, pca67, pca68, pca69 @ 20Hz
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98656769 bearing.99 bearing 500ms HS256 pca0, pca1, pca2, pca3, pca4, pca5, pca6, pca7, pca8, pca9, pca10, pca11, pca12, pca13, pca14, pca15, pca16, pca17, pca18, pca19, pca20, pca21, pca22, pca23, pca24, pca25, pca26, pca27, pca28, pca29, pca30, pca31, pca32, pca33, pca34, pca35, pca36, pca37, pca38, pca39, pca40, pca41, pca42, pca43, pca44, pca45, pca46, pca47, pca48, pca49, pca50, pca51, pca52, pca53, pca54, pca55, pca56, pca57, pca58, pca59, pca60, pca61, pca62, pca63, pca64, pca65, pca66, pca67, pca68, pca69 @ 20Hz
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98656768 bearing.95 bearing 500ms HS256 pca0, pca1, pca2, pca3, pca4, pca5, pca6, pca7, pca8, pca9, pca10, pca11, pca12, pca13, pca14, pca15, pca16, pca17, pca18, pca19, pca20, pca21, pca22, pca23, pca24, pca25, pca26, pca27, pca28, pca29, pca30, pca31, pca32, pca33, pca34, pca35, pca36, pca37, pca38, pca39, pca40, pca41, pca42, pca43, pca44, pca45, pca46, pca47, pca48, pca49, pca50, pca51, pca52, pca53, pca54, pca55, pca56, pca57, pca58, pca59, pca60, pca61, pca62, pca63, pca64, pca65, pca66, pca67, pca68, pca69 @ 20Hz
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98656603 bearing.903 bearing 500ms HS256 pca0, pca1, pca2, pca3, pca4, pca5, pca6, pca7, pca8, pca9, pca10, pca11, pca12, pca13, pca14, pca15, pca16, pca17, pca18, pca19, pca20, pca21, pca22, pca23, pca24, pca25, pca26, pca27, pca28, pca29, pca30, pca31, pca32, pca33, pca34, pca35, pca36, pca37, pca38, pca39, pca40, pca41, pca42, pca43, pca44, pca45, pca46, pca47, pca48, pca49, pca50, pca51, pca52, pca53, pca54, pca55, pca56, pca57, pca58, pca59, pca60, pca61, pca62, pca63, pca64, pca65, pca66, pca67, pca68, pca69 @ 20Hz
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98656602 bearing.901 bearing 500ms HS256 pca0, pca1, pca2, pca3, pca4, pca5, pca6, pca7, pca8, pca9, pca10, pca11, pca12, pca13, pca14, pca15, pca16, pca17, pca18, pca19, pca20, pca21, pca22, pca23, pca24, pca25, pca26, pca27, pca28, pca29, pca30, pca31, pca32, pca33, pca34, pca35, pca36, pca37, pca38, pca39, pca40, pca41, pca42, pca43, pca44, pca45, pca46, pca47, pca48, pca49, pca50, pca51, pca52, pca53, pca54, pca55, pca56, pca57, pca58, pca59, pca60, pca61, pca62, pca63, pca64, pca65, pca66, pca67, pca68, pca69 @ 20Hz
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98656601 bearing.911 bearing 500ms HS256 pca0, pca1, pca2, pca3, pca4, pca5, pca6, pca7, pca8, pca9, pca10, pca11, pca12, pca13, pca14, pca15, pca16, pca17, pca18, pca19, pca20, pca21, pca22, pca23, pca24, pca25, pca26, pca27, pca28, pca29, pca30, pca31, pca32, pca33, pca34, pca35, pca36, pca37, pca38, pca39, pca40, pca41, pca42, pca43, pca44, pca45, pca46, pca47, pca48, pca49, pca50, pca51, pca52, pca53, pca54, pca55, pca56, pca57, pca58, pca59, pca60, pca61, pca62, pca63, pca64, pca65, pca66, pca67, pca68, pca69 @ 20Hz
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98656600 bearing.923 bearing 500ms HS256 pca0, pca1, pca2, pca3, pca4, pca5, pca6, pca7, pca8, pca9, pca10, pca11, pca12, pca13, pca14, pca15, pca16, pca17, pca18, pca19, pca20, pca21, pca22, pca23, pca24, pca25, pca26, pca27, pca28, pca29, pca30, pca31, pca32, pca33, pca34, pca35, pca36, pca37, pca38, pca39, pca40, pca41, pca42, pca43, pca44, pca45, pca46, pca47, pca48, pca49, pca50, pca51, pca52, pca53, pca54, pca55, pca56, pca57, pca58, pca59, pca60, pca61, pca62, pca63, pca64, pca65, pca66, pca67, pca68, pca69 @ 20Hz
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98656598 bearing.927 bearing 500ms HS256 pca0, pca1, pca2, pca3, pca4, pca5, pca6, pca7, pca8, pca9, pca10, pca11, pca12, pca13, pca14, pca15, pca16, pca17, pca18, pca19, pca20, pca21, pca22, pca23, pca24, pca25, pca26, pca27, pca28, pca29, pca30, pca31, pca32, pca33, pca34, pca35, pca36, pca37, pca38, pca39, pca40, pca41, pca42, pca43, pca44, pca45, pca46, pca47, pca48, pca49, pca50, pca51, pca52, pca53, pca54, pca55, pca56, pca57, pca58, pca59, pca60, pca61, pca62, pca63, pca64, pca65, pca66, pca67, pca68, pca69 @ 20Hz
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98656597 bearing.936 bearing 500ms HS256 pca0, pca1, pca2, pca3, pca4, pca5, pca6, pca7, pca8, pca9, pca10, pca11, pca12, pca13, pca14, pca15, pca16, pca17, pca18, pca19, pca20, pca21, pca22, pca23, pca24, pca25, pca26, pca27, pca28, pca29, pca30, pca31, pca32, pca33, pca34, pca35, pca36, pca37, pca38, pca39, pca40, pca41, pca42, pca43, pca44, pca45, pca46, pca47, pca48, pca49, pca50, pca51, pca52, pca53, pca54, pca55, pca56, pca57, pca58, pca59, pca60, pca61, pca62, pca63, pca64, pca65, pca66, pca67, pca68, pca69 @ 20Hz
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98656596 bearing.924 bearing 500ms HS256 pca0, pca1, pca2, pca3, pca4, pca5, pca6, pca7, pca8, pca9, pca10, pca11, pca12, pca13, pca14, pca15, pca16, pca17, pca18, pca19, pca20, pca21, pca22, pca23, pca24, pca25, pca26, pca27, pca28, pca29, pca30, pca31, pca32, pca33, pca34, pca35, pca36, pca37, pca38, pca39, pca40, pca41, pca42, pca43, pca44, pca45, pca46, pca47, pca48, pca49, pca50, pca51, pca52, pca53, pca54, pca55, pca56, pca57, pca58, pca59, pca60, pca61, pca62, pca63, pca64, pca65, pca66, pca67, pca68, pca69 @ 20Hz
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98656595 bearing.944 bearing 500ms HS256 pca0, pca1, pca2, pca3, pca4, pca5, pca6, pca7, pca8, pca9, pca10, pca11, pca12, pca13, pca14, pca15, pca16, pca17, pca18, pca19, pca20, pca21, pca22, pca23, pca24, pca25, pca26, pca27, pca28, pca29, pca30, pca31, pca32, pca33, pca34, pca35, pca36, pca37, pca38, pca39, pca40, pca41, pca42, pca43, pca44, pca45, pca46, pca47, pca48, pca49, pca50, pca51, pca52, pca53, pca54, pca55, pca56, pca57, pca58, pca59, pca60, pca61, pca62, pca63, pca64, pca65, pca66, pca67, pca68, pca69 @ 20Hz
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98656594 bearing.940 bearing 500ms HS256 pca0, pca1, pca2, pca3, pca4, pca5, pca6, pca7, pca8, pca9, pca10, pca11, pca12, pca13, pca14, pca15, pca16, pca17, pca18, pca19, pca20, pca21, pca22, pca23, pca24, pca25, pca26, pca27, pca28, pca29, pca30, pca31, pca32, pca33, pca34, pca35, pca36, pca37, pca38, pca39, pca40, pca41, pca42, pca43, pca44, pca45, pca46, pca47, pca48, pca49, pca50, pca51, pca52, pca53, pca54, pca55, pca56, pca57, pca58, pca59, pca60, pca61, pca62, pca63, pca64, pca65, pca66, pca67, pca68, pca69 @ 20Hz
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