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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wave.5

ID: 1060910894

Label: wave

Sample length: 10s

wave.1

ID: 1060910864

Label: wave

Sample length: 10s

idle.2

ID: 1060910815

Label: idle

Sample length: 10s

wave.12

ID: 1060910868

Label: wave

Sample length: 10s

snake.5

ID: 1060910836

Label: snake

Sample length: 10s

wave.0

ID: 1060910871

Label: wave

Sample length: 10s

updown.8

ID: 1060910863

Label: updown

Sample length: 5s

idle.16

ID: 1060910808

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	16,602
No. of clones	2