kshitij / motion-detection Public

Target: Cortex-M4F 80MHz Clone this project

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motion-detection

Accelerometer

About this project

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Data (103 samples)

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idle.26u295jq

ID: 43408809

Label: idle

Sample length: 10s

left-right.26u0ihj2

ID: 43408863

Label: left-right

Sample length: 10s

circle.26u1vge6

ID: 43408822

Label: circle

Sample length: 10s

up-down.26u19u9s

ID: 43408845

Label: up-down

Sample length: 10s

circle.26u1tub4

ID: 43408825

Label: circle

Sample length: 10s

left-right.26u0aood

ID: 43408875

Label: left-right

Sample length: 10s

left-right.26u09qiq

ID: 43408876

Label: left-right

Sample length: 10s

idle.26u256pl

ID: 43408814

Label: idle

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

6 ms.

Peak RAM usage

4.7K

Flash usage

17.8K

Run this model

On any device

Clone project

Dataset summary

Data collected

17m 10s

Sensors

accX, accY, accZ @ 62.5Hz

Labels

circle, idle, left-right, up-down

Project info

Project ID	33897
Project version	1
License	No license attached
No. of views	27,853
No. of clones	169