Mukesh Sankhla / Motion_Data_Classification Public

Target: Cortex-M4F 80MHz Clone this project

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Motion_Data_Classification

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Data (111 samples)

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UD.6bvuvel5.s3

ID: 2453063258

Label: UD

Sample length: 1s

Idle.6bvul74c.s2

ID: 2453065818

Label: Idle

Sample length: 1s

Shake.6bvuqmsk.s8

ID: 2453067291

Label: Shake

Sample length: 1s

LR.6bvutts7.s4

ID: 2453068026

Label: LR

Sample length: 1s

Shake.6bvupo32.s1

ID: 2453066498

Label: Shake

Sample length: 1s

LR.6bvusv21.s5

ID: 2453067507

Label: LR

Sample length: 1s

LR.6bvutts7.s1

ID: 2453068023

Label: LR

Sample length: 1s

UD.6bvuuveg.s5

ID: 2453063576

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

Run this model

On any device

Clone project

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	4,081
No. of clones	3