Developer Relations / Coffee Machine Stages - Multi-label data - VeLO Public

Target: Cortex-M7 216MHz Clone this project

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Coffee Machine Stages - Multi-label data - VeLO

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Data (11 samples)

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coffeemachine_multilabel_10

ID: 785015310

Label: idle, grind, extract, pump

Sample length: 58s

coffeemachine_multilabel_6

ID: 785015315

Label: idle, grind, extract, pump

Sample length: 59s

coffeemachine_multilabel_8

ID: 785015324

Label: idle, grind, extract, pump

Sample length: 47s

coffeemachine_multilabel_9

ID: 785015322

Label: idle, grind, extract, pump

Sample length: 50s

coffeemachine_multilabel_11

ID: 785015313

Label: idle, grind, extract, pump

Sample length: 56s

coffeemachine_multilabel_2

ID: 785015318

Label: idle, grind, extract, pump

Sample length: 52s

coffeemachine_multilabel_5

ID: 785015320

Label: idle, grind, extract, pump

Sample length: 52s

coffeemachine_multilabel_7

ID: 785015327

Label: idle, grind, extract, pump

Sample length: 46s

Model accuracy (Unoptimized (float32))

Validation set

94.0%

Test set

76.6%

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

Latency

14 ms.

Peak RAM usage

3.1K

Flash usage

55.0K

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On any device

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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	331915
Project version	1
License	BSD 3-Clause Clear
No. of views	7,814
No. of clones	11