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.720lu33e

ID: 3120542086

Label: Motionless

Sample length: 10s

None.720pva3h

ID: 3120572840

Label: Yaw Left

Sample length: 10s

None.720q74q7

ID: 3120572905

Label: Yaw Right

Sample length: 10s

None.720ra20d

ID: 3120574611

Label: Pitch Down

Sample length: 10s

None.720llcjh

ID: 3120535564

Label: Motionless

Sample length: 10s

None.720ps1fq

ID: 3120572688

Label: Yaw Left

Sample length: 10s

None.720prlsm

ID: 3120572672

Label: Yaw Left

Sample length: 10s

None.720rhcdc

ID: 3120575674

Label: Swipe Forward

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	757
No. of clones	1