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Coffee Machine Stages - Multi-label data

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Data (11 samples)

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coffeemachine_multilabel_7

ID: 754099871

Label: idle, grind, extract, pump

Sample length: 46s

coffeemachine_multilabel_11

ID: 754099864

Label: idle, grind, extract, pump

Sample length: 56s

coffeemachine_multilabel_8

ID: 754099869

Label: idle, grind, extract, pump

Sample length: 47s

coffeemachine_multilabel_5

ID: 754099867

Label: idle, grind, extract, pump

Sample length: 52s

coffeemachine_multilabel_2

ID: 754099866

Label: idle, grind, extract, pump

Sample length: 52s

coffeemachine_multilabel_6

ID: 754099865

Label: idle, grind, extract, pump

Sample length: 59s

coffeemachine_multilabel_9

ID: 754099870

Label: idle, grind, extract, pump

Sample length: 50s

coffeemachine_multilabel_10

ID: 754099868

Label: idle, grind, extract, pump

Sample length: 58s

Model accuracy (Unoptimized (float32))

Validation set

93.4%

Test set

83.8%

On-device performance (Cortex-M7 216MHz, Unoptimized (float32))

Latency

14 ms.

Peak RAM usage

3.1K

Flash usage

27.3K

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Dataset summary

Data collected

9m 33s

Sensors

accZ, accY, accX @ 198.6Hz

Labels

extract, grind, idle, pump

Project info

Project ID	315514
Project version	3
License	BSD 3-Clause Clear
No. of views	14,836
No. of clones	48