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.720qk5n4

ID: 3120573224

Label: Air Slide Right

Sample length: 10s

None.720rohgc

ID: 3120575781

Label: Swipe Backward

Sample length: 10s

None.720q5m6u

ID: 3120572900

Label: Yaw Right

Sample length: 10s

None.720rji6p

ID: 3120575680

Label: Swipe Forward

Sample length: 10s

None.720rk99v

ID: 3120575685

Label: Swipe Forward

Sample length: 10s

None.720qkhbc

ID: 3120573226

Label: Air Slide Right

Sample length: 10s

None.720lgfjf

ID: 3120530200

Label: Motionless

Sample length: 10s

None.720r6d9u

ID: 3120573729

Label: Pitch Down

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	305
No. of clones	0