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.2gj7jai5

ID: 48755626

Label: light_on

Sample length: 5s

kettle_on.json.2g9ubss8

ID: 48755642

Label: kettle_on

Sample length: 6s

light_on.json.2gj7ng90

ID: 48755620

Label: light_on

Sample length: 5s

iron_on.json.2g9ulmf5

ID: 48755629

Label: iron_on

Sample length: 6s

laptop_on.json.2g9rq4q5

ID: 48755653

Label: laptop_on

Sample length: 6s

iron_on.json.2g9uk3rl

ID: 48755633

Label: iron_on

Sample length: 6s

iron_on.json.2g9uktu4

ID: 48755630

Label: iron_on

Sample length: 6s

laptop_on.json.2g9rr1e9

ID: 48755648

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	6,531
No. of clones	0