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Add Starter Model AnomalousVibrationDetection #22

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Add Starter Model AnomalousVibrationDetection #22

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lolepls Jan 27, 2025
cf2cbe7
Update README.md
gad-keidar-imagimob Jan 31, 2025
2d59447
Merge branch 'main' into AnomalousVibrationDetection
gad-keidar-imagimob Jan 31, 2025
b3c4b3b
Merge branch 'Infineon:main' into AnomalousVibrationDetection
lolepls Feb 14, 2025
e029d4a
Update for supporting new Streaming FW
Feb 14, 2025
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632 changes: 632 additions & 0 deletions AnomalousVibrationDetection/AnomalousVibrationDetection.improj
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17 changes: 17 additions & 0 deletions AnomalousVibrationDetection/Data/2024-06-12-Anomaly-slow/2024-06-12-Anomaly-slow.imsession
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Original file line number Diff line number Diff line change
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<?xml version="1.0" encoding="UTF-8"?>
<ImagimobStudio version="0.9">
<Timeline id="31b184f0-32a8-40f4-bc83-5f2e495de1fd">
<Tracks>
<Track name="AI_Kit_IMU_Data_Output" type="datacsv" isLabelTrack="False">
<PayloadFile>AI_Kit_IMU_Data_Output.data</PayloadFile>
</Track>
<Track name="Live Labeling" type="labelcsv">
<PayloadFile>Live-Labeling.label</PayloadFile>
</Track>
<Track name="fanad-conv1d-small-speed-10" type="datacsv" timecoded="TimestampBeginDuration" isLabelTrack="False">
<PayloadFile>..\..\Models\fanad-conv1d-small-speed-1\Predictions\sessions\2024-06-12-Anomaly-slow\fanad-conv1d-small-speed-10.data</PayloadFile>
<Offset unit="seconds">4.8000000000E-001</Offset>
</Track>
</Tracks>
</Timeline>
</ImagimobStudio>
2,536 changes: 2,536 additions & 0 deletions AnomalousVibrationDetection/Data/2024-06-12-Anomaly-slow/AI_Kit_IMU_Data_Output.data
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13 changes: 13 additions & 0 deletions AnomalousVibrationDetection/Data/2024-06-12-Anomaly-slow/Live-Labeling.label
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Time(Seconds),Length(Seconds),Label(string),Confidence(double),Comment(string)
3.6889451,0.8696274,anomaly,1,
5.6531037,0.9146082,anomaly,1,
8.0220889,1.169499,anomaly,1,
13.0149501,0.8246467,anomaly,1,
15.3175184,4.8943112,anomaly,1,
22.0709978,1.5681772,anomaly,1,
24.2384785,1.3384442,anomaly,1,
35.1714726,2.04762,anomaly,1,
38.7057461,0.9289203,anomaly,1,
41.0130643,0.7591176,anomaly,1,
43.1257426,0.6092918,anomaly,1,
46.3404519,0.7191641,anomaly,1,
17 changes: 17 additions & 0 deletions AnomalousVibrationDetection/Data/2024-06-12-Anomaly/2024-06-12-Anomaly.imsession
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Original file line number Diff line number Diff line change
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<?xml version="1.0" encoding="UTF-8"?>
<ImagimobStudio version="0.9">
<Timeline id="f4b416b0-b690-455c-9999-e1fdece43702">
<Tracks>
<Track name="AI_Kit_IMU_Data_Output" type="datacsv" isLabelTrack="False">
<PayloadFile>AI_Kit_IMU_Data_Output.data</PayloadFile>
</Track>
<Track name="Live Labeling" type="labelcsv">
<PayloadFile>Live-Labeling.label</PayloadFile>
</Track>
<Track name="fanad-conv1d-small-speed-10" type="datacsv" timecoded="TimestampBeginDuration" isLabelTrack="False">
<PayloadFile>..\..\Models\fanad-conv1d-small-speed-1\Predictions\sessions\2024-06-12-Anomaly\fanad-conv1d-small-speed-10.data</PayloadFile>
<Offset unit="seconds">4.8000000000E-001</Offset>
</Track>
</Tracks>
</Timeline>
</ImagimobStudio>
6,180 changes: 6,180 additions & 0 deletions AnomalousVibrationDetection/Data/2024-06-12-Anomaly/AI_Kit_IMU_Data_Output.data
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33 changes: 33 additions & 0 deletions AnomalousVibrationDetection/Data/2024-06-12-Anomaly/Live-Labeling.label
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Time(Seconds),Length(Seconds),Label(string),Confidence(double),Comment(string)
2.2335818,0.9223328,anomaly,1,
7.5339193,1.8123033,anomaly,1,
11.0755227,1.1974146,anomaly,1,
13.9476999,1.1893241,anomaly,1,
19.5832243,0.7346478,anomaly,1,
22.4330122,0.5247484,anomaly,1,
25.4310776,1.4935148,anomaly,1,
31.1522306,0.460164,anomaly,1,
33.9293609,3.180783,anomaly,1,
41.27275,0.7185017,anomaly,1,
45.8986097,0.8076746,anomaly,1,
48.9085149,1.0091316,anomaly,1,
50.7283624,0.9849125,anomaly,1,
52.969444,2.3331124,anomaly,1,
55.7304282,1.6630489,anomaly,1,
58.879102,0.5987072,anomaly,1,
59.7466859,3.487559,anomaly,1,
67.3706157,0.4288038,anomaly,1,
69.378424,0.5812598,anomaly,1,
77.8094439,0.4530757,anomaly,1,
78.5214202,1.2055054,anomaly,1,
80.5947891,1.5857653,anomaly,1,
83.268703,1.0010586,anomaly,1,
85.1175238,0.4763101,anomaly,1,
85.9248292,0.7830861,anomaly,1,
90.9473475,0.6942825,anomaly,1,
94.4402461,1.0494969,anomaly,1,
95.9983454,1.8810214,anomaly,1,
100.6741704,0.9606933,anomaly,1,
105.7023848,0.9687664,anomaly,1,
107.8295021,0.7507939,anomaly,1,
109.9204229,0.8638167,anomaly,1,
17 changes: 17 additions & 0 deletions AnomalousVibrationDetection/Data/2024-06-12-Normal-Data/2024-06-12-Normal-Data.imsession
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Original file line number Diff line number Diff line change
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<?xml version="1.0" encoding="UTF-8"?>
<ImagimobStudio version="0.9">
<Timeline id="2bfd15c0-c731-406b-a31a-67cdb00d8290">
<Tracks>
<Track name="AI_Kit_IMU_Data_Output" type="datacsv" isLabelTrack="False">
<PayloadFile>AI_Kit_IMU_Data_Output.data</PayloadFile>
</Track>
<Track name="Live Labeling" type="labelcsv">
<PayloadFile>Live-Labeling.label</PayloadFile>
</Track>
<Track name="fanad-conv1d-small-speed-10" type="datacsv" timecoded="TimestampBeginDuration" isLabelTrack="False">
<PayloadFile>..\..\Models\fanad-conv1d-small-speed-1\Predictions\sessions\2024-06-12-Normal-Data\fanad-conv1d-small-speed-10.data</PayloadFile>
<Offset unit="seconds">4.8000000000E-001</Offset>
</Track>
</Tracks>
</Timeline>
</ImagimobStudio>
3,232 changes: 3,232 additions & 0 deletions AnomalousVibrationDetection/Data/2024-06-12-Normal-Data/AI_Kit_IMU_Data_Output.data
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1 change: 1 addition & 0 deletions AnomalousVibrationDetection/Data/2024-06-12-Normal-Data/Live-Labeling.label
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Original file line number Diff line number Diff line change
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Time(Seconds),Length(Seconds),Label(string),Confidence(double),Comment(string)
17 changes: 17 additions & 0 deletions ...lousVibrationDetection/Data/2024-06-12-Normal_Anomaly/2024-06-12-Normal_Anomaly.imsession
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<?xml version="1.0" encoding="UTF-8"?>
<ImagimobStudio version="0.9">
<Timeline id="7ff5d4a1-d01a-4284-b233-8c2548ad1499">
<Tracks>
<Track name="AI_Kit_IMU_Data_Output" type="datacsv" isLabelTrack="False">
<PayloadFile>AI_Kit_IMU_Data_Output.data</PayloadFile>
</Track>
<Track name="Live Labeling" type="labelcsv">
<PayloadFile>Live-Labeling.label</PayloadFile>
</Track>
<Track name="fanad-conv1d-small-speed-10" type="datacsv" timecoded="TimestampBeginDuration" isLabelTrack="False">
<PayloadFile>..\..\Models\fanad-conv1d-small-speed-1\Predictions\sessions\2024-06-12-Normal_Anomaly\fanad-conv1d-small-speed-10.data</PayloadFile>
<Offset unit="seconds">4.8000000000E-001</Offset>
</Track>
</Tracks>
</Timeline>
</ImagimobStudio>
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