Andersson Bastidas / PredM_ExtIMU Public

Target: Cortex-M4F 80MHz Clone this project

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PredM_ExtIMU

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Data (19,608 samples)

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combined_data.s8785

ID: 1866044078

Label: Hpf7

Sample length: 1,020ms

combined_data.s13501

ID: 1866047919

Label: Hbf2

Sample length: 1,020ms

combined_data.s9384

ID: 1866044567

Label: Hpf8

Sample length: 1,020ms

combined_data.s12879

ID: 1866047423

Label: Hbf2

Sample length: 1,020ms

combined_data.s9278

ID: 1866044474

Label: Hpf8

Sample length: 1,020ms

combined_data.s11572

ID: 1866046350

Label: Hpf10

Sample length: 1,020ms

combined_data.s16943

ID: 1866050724

Label: Hpbf3

Sample length: 1,020ms

combined_data.s13994

ID: 1866048312

Label: Hbf3

Sample length: 1,020ms

Model accuracy, Impulse #2 (Unoptimized (float32))

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Validation set

84.2%

Test set

74.2%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

3 ms.

Peak RAM usage

2.3K

Flash usage

227.1K

Run this model

On any device

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Dataset summary

Data collected

5h 33m 20s

Sensors

Ax, Ay, Az @ 50Hz

Labels

Hbf1, Hbf2, Hbf3, Hnp, Hp and 15 others

Project info

Project ID	679162
Project version	1
License	3-Clause BSD
No. of views	34,883
No. of clones	0