Jenny Plunkett / Predict Motor Temperature Public

Target: Cortex-M4F 80MHz Clone this project

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Predict Motor Temperature

Dataset: https://www.kaggle.com/wkirgsn/electric-motor-temperature

About this project

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Data (1,389 samples)

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69.2fkd8o3a

ID: 46065490

Label: 69

Sample length: 6m 40s

47.2fkd85vp

ID: 46065890

Label: 47

Sample length: 6m 40s

85.2fkd94u1

ID: 46065211

Label: 85

Sample length: 6m 40s

72.2fkd8sji

ID: 46065401

Label: 72

Sample length: 6m 40s

50.2fkd87hm

ID: 46065814

Label: 50

Sample length: 6m 40s

32.2fkd81e2

ID: 46066189

Label: 32

Sample length: 6m 40s

28.2fkd80ti

ID: 46066236

Label: 28

Sample length: 6m 40s

61.2fkd8f9p

ID: 46065660

Label: 61

Sample length: 6m 40s

Model accuracy (Unoptimized (float32))

Validation set

Test set

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

Latency

10 ms.

Peak RAM usage

25.0K

Flash usage

71.5K

Run this model

On any device

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Dataset summary

Data collected

154h 18m 0s

Sensors

pm, torque, stator_winding, stator_tooth, stator_yoke @ 2Hz

Labels

23 .. 113

Project info

Project ID	48306
Project version	4
License	BSD 3-Clause Clear
No. of views	64,161
No. of clones	14