davwang / powerstrip-50khz-wire Public

Target: Cortex-M4F 80MHz Clone this project

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powerstrip-50khz-wire

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Data (51 samples)

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light_on.json.2gj7f3hl

ID: 48755628

Label: light_on

Sample length: 5s

iron_on.json.2g9ujnn5

ID: 48755631

Label: iron_on

Sample length: 6s

light_on.json.2gj7pfbu

ID: 48755622

Label: light_on

Sample length: 5s

kettle_on.json.2g9ubenm

ID: 48755644

Label: kettle_on

Sample length: 6s

light_on.json.2gj7iq64

ID: 48755625

Label: light_on

Sample length: 5s

light_on.json.2gj7p31r

ID: 48755619

Label: light_on

Sample length: 5s

all_off.json.2g9qu26b

ID: 48755659

Label: all_off

Sample length: 6s

laptop_on.json.2g9rq4q5

ID: 48755653

Label: laptop_on

Sample length: 6s

Model accuracy (Unoptimized (float32))

Validation set

58.4%

Test set

60.4%

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

Latency

26 ms.

Peak RAM usage

23.4K

Flash usage

41.9K

Run this model

On any device

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Dataset summary

Data collected

4m 44s

Sensor

current @ 898Hz

Labels

all_off, iron_on, kettle_on, laptop_on, light_on

Project info

Project ID	49187
Project version	2
License	No license attached
No. of views	5,233
No. of clones	0