Anthony24851 / On-device training Public

Target: Nordic nRF52840 DK (Cortex-M4F 64MHz) Clone this project

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On-device training

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Data (184 samples)

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None.720lqphl

ID: 3120540199

Label: Motionless

Sample length: 10s

None.720rq03q

ID: 3120575788

Label: Swipe Backward

Sample length: 10s

None.720mahmo

ID: 3120547761

Label: Motionless

Sample length: 10s

None.720pu76t

ID: 3120572787

Label: Yaw Left

Sample length: 10s

None.720rf6gi

ID: 3120575668

Label: Swipe Forward

Sample length: 10s

None.720r61jk

ID: 3120573637

Label: Pitch Down

Sample length: 10s

None.720ri3gh

ID: 3120575676

Label: Swipe Forward

Sample length: 10s

None.720lom3v

ID: 3120539602

Label: Motionless

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

99.5%

Test set

On-device performance (Nordic nRF52840 DK (Cortex-M4F 64MHz), Unoptimized (float32))

Latency

2 ms.

Peak RAM usage

2.5K

Flash usage

35.3K

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Dataset summary

Data collected

30m 39s

Sensors

accel_x, accel_y, accel_z, gyro_x, gyro_y, gyro_z @ 50Hz

Labels

Air Slide Left, Air Slide Right, Motionless, Pitch Down, Pitch Up and 4 others

Project info

Project ID	1105093
License	3-Clause BSD
No. of views	530
No. of clones	0