Timothy Malche / K-Way Smart Jacket HAR Public

Target: Cortex-M7 216MHz Clone this project

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K-Way Smart Jacket HAR

Accelerometer

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Data (114 samples)

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falling.3p271g0b.s1

ID: 201818456

Label: falling

Sample length: 2s

walking.3p25tds1

ID: 201818515

Label: walking

Sample length: 5s

idle_sitting.3p1akd7g

ID: 201818539

Label: idle

Sample length: 5s

walking.3p26663v

ID: 201818503

Label: walking

Sample length: 5s

idle_standing.3p25mliq

ID: 201818523

Label: idle

Sample length: 5s

falling.3p27h3lc.s1

ID: 201818486

Label: falling

Sample length: 2s

idle_sitting.3p19vi25

ID: 201818546

Label: idle

Sample length: 5s

idle_sitting.3p19u48r

ID: 201818550

Label: idle

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

97.7%

On-device performance (Cortex-M7 216MHz, Unoptimized (float32))

Latency

5 ms.

Peak RAM usage

2.1K

Flash usage

13.9K

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Dataset summary

Data collected

7m 14s

Sensors

accX, accY, accZ @ 62.5Hz

Labels

falling, idle, walking

Project info

Project ID	184891
Project version	2
License	Apache 2.0
No. of views	6,408
No. of clones	5