Alex / Grupo 7 - anomaly_detection Public

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Grupo 7 - anomaly_detection

Accelerometer

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Data (302 samples)

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anomaly.40ungmq6.ingestion-ff69cdbf8-9hcc4

ID: 292893218

Label: anomaly

Sample length: 5s

anomaly.40unn649.ingestion-ff69cdbf8-2rsll

ID: 292893154

Label: anomaly

Sample length: 5s

off.40d84hsh.ingestion-6744684987-dl8t6

ID: 292892983

Label: off

Sample length: 5s

anomaly.40unmms2.ingestion-ff69cdbf8-9hcc4

ID: 292893155

Label: anomaly

Sample length: 5s

off.40kbif5c.ingestion-654c8ddcd7-98jk5

ID: 292892945

Label: off

Sample length: 5s

off.40d7veru.ingestion-6744684987-2c4vm

ID: 292893058

Label: off

Sample length: 5s

anomaly.40un5h0j.ingestion-ff69cdbf8-2rsll

ID: 292893237

Label: anomaly

Sample length: 5s

anomaly.40un8m55.ingestion-ff69cdbf8-9hcc4

ID: 292893191

Label: anomaly

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

8 ms.

Peak RAM usage

1.3K

Flash usage

14.8K

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Dataset summary

Data collected

25m 10s

Sensors

accX, accY, accZ, gyrX, gyrY, gyrZ, magX, magY, magZ @ 100Hz

Labels

anomaly, off, on

Project info

Project ID	217639
Project version	1
License	Apache 2.0
No. of views	8,023
No. of clones	0