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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45.48739092114349.2pp7meb3

ID: 72400289

Label: 45

Sample length: 16ms

2.6795212093544647.2pp7uvvn

ID: 72398109

Label: 2

Sample length: 16ms

30.215836658636263.2pp7p521

ID: 72399620

Label: 30

Sample length: 16ms

13.848702271130485.2pp5soj2

ID: 72405646

Label: 13

Sample length: 16ms

35.376327512368405.2pp72eha

ID: 72401809

Label: 35

Sample length: 16ms

40.55322675619703.2pp5sa0h

ID: 72405764

Label: 40

Sample length: 16ms

21.51105234391648.2pp5vf15

ID: 72404960

Label: 21

Sample length: 16ms

35.18667395600224.2pp60l3u

ID: 72404656

Label: 35

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	164,669
No. of clones	9