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.s12926

ID: 1866047464

Label: Hbf2

Sample length: 1,020ms

combined_data.s3528

ID: 1866039717

Label: Hpf2

Sample length: 1,020ms

combined_data.s17786

ID: 1866051697

Label: Hpf10bf2

Sample length: 1,020ms

combined_data.s4084

ID: 1866040182

Label: Hpf3

Sample length: 1,020ms

combined_data.s9860

ID: 1866044936

Label: Hpf9

Sample length: 1,020ms

combined_data.s18931

ID: 1866052639

Label: Hpf10bf3

Sample length: 1,020ms

combined_data.s8375

ID: 1866043732

Label: Hpf7

Sample length: 1,020ms

combined_data.s9282

ID: 1866044475

Label: Hpf8

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	22,069
No. of clones	0