Zack / Weight Detection Public

Target: Cortex-M4F 80MHz Clone this project

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Weight Detection

Detect Weight using the Ukaton Smart Insoles and a Wii Balance Board

About this project

Ukaton Smart Insole Weight Detection

Using the Ukaton smart insoles to detect a user's weight, with the help of a Wii Balance Board to label pressure data from the insoles

Ukaton Smart Insole firmware.
Webpage for collecting data from the smart insoles and Wii Balance Board ( source).

Data (12,605 samples)

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61.34801171740895.2pp7l7fn

ID: 72400611

Label: 61

Sample length: 16ms

29.566359485498147.2pp605p2

ID: 72404780

Label: 29

Sample length: 16ms

3.609868120379176.2ppa8v7g

ID: 72398016

Label: 3

Sample length: 16ms

53.97683883799499.2ppaan74

ID: 72397439

Label: 53

Sample length: 16ms

10.2628475014557.2pp7s9lb

ID: 72398832

Label: 10

Sample length: 16ms

41.19312196123181.2pp6unlj

ID: 72402779

Label: 41

Sample length: 16ms

35.246824660725636.2pp720c6

ID: 72401927

Label: 35

Sample length: 16ms

16.115521976459462.2pp6561u

ID: 72403606

Label: 16

Sample length: 16ms

Model accuracy (Unoptimized (float32))

Validation set

Test set

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

Latency

1 ms.

Peak RAM usage

1.4K

Flash usage

10.7K

Run this model

On any device

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Dataset summary

Data collected

3m 22s

Sensor

pressure_sensor @ 1000Hz

Labels

1 .. 77

Project info

Project ID	44866
Project version	2
License	No license attached
No. of views	169,776
No. of clones	9