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.40unb7ve.ingestion-ff69cdbf8-mmzwz

ID: 292893255

Label: anomaly

Sample length: 5s

anomaly.40unm7n4.ingestion-ff69cdbf8-9hcc4

ID: 292893160

Label: anomaly

Sample length: 5s

anomaly.40unq5de.ingestion-ff69cdbf8-9hcc4

ID: 292893146

Label: anomaly

Sample length: 5s

on.40kckodr.ingestion-654c8ddcd7-2dhss

ID: 292892911

Label: on

Sample length: 5s

on.40kem0nl.ingestion-654c8ddcd7-ln5rj

ID: 292892690

Label: on

Sample length: 5s

anomaly.40unrog0.ingestion-ff69cdbf8-9hcc4

ID: 292893124

Label: anomaly

Sample length: 5s

off.40d7sro8.ingestion-6744684987-dl8t6

ID: 292893059

Label: off

Sample length: 5s

on.40kcsj3u.ingestion-654c8ddcd7-ln5rj

ID: 292892880

Label: on

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	7,234
No. of clones	0