Aadarsh Kannan / continuous motion recognition Public

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continuous motion recognition

Accelerometer

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Data (120 samples)

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idle01.510hq0tl

ID: 1060973169

Label: idle01

Sample length: 2s

wave.20

ID: 1060910879

Label: wave

Sample length: 10s

updown.12

ID: 1060910843

Label: updown

Sample length: 10s

wave.3

ID: 1060910889

Label: wave

Sample length: 10s

snake.16

ID: 1060910828

Label: snake

Sample length: 10s

snake.15

ID: 1060910831

Label: snake

Sample length: 10s

idle.6

ID: 1060910820

Label: idle

Sample length: 10s

idle.17

ID: 1060910818

Label: idle

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

99.0%

Test set

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

Latency

8 ms.

Peak RAM usage

2.2K

Flash usage

16.0K

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Dataset summary

Data collected

18m 28s

Sensors

accX, accY, accZ @ 62.5Hz

Labels

idle, idle01, snake, updown, wave

Project info

Project ID	432186
License	Apache 2.0
No. of views	17,182
No. of clones	2