Mukesh Sankhla / Motion_Data_Classification Public

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Motion_Data_Classification

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Data (111 samples)

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Shake.6bvupo32.s9

ID: 2453066595

Label: Shake

Sample length: 1s

LR.6bvutts7.s11

ID: 2453068033

Label: LR

Sample length: 1s

Idle.6bvuk4v5.s6

ID: 2453064985

Label: Idle

Sample length: 1s

UD.6bvuuveg.s5

ID: 2453063576

Label: UD

Sample length: 1s

LR.6bvuteeq.s4

ID: 2453067775

Label: LR

Sample length: 1s

Shake.6bvupo32.s8

ID: 2453066580

Label: Shake

Sample length: 1s

Shake.6bvuq79u.s4

ID: 2453066973

Label: Shake

Sample length: 1s

UD.6bvuvel5.s8

ID: 2453063273

Label: UD

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

11 ms.

Peak RAM usage

1.9K

Flash usage

14.9K

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Dataset summary

Data collected

1m 51s

Sensors

x, y, z @ 48Hz

Labels

Idle, LR, Shake, UD

Project info

Project ID	850336
License	3-Clause BSD
No. of views	5,571
No. of clones	3