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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61.2fkd8em2

ID: 46065675

Label: 61

Sample length: 6m 40s

69.2fkd8p83

ID: 46065464

Label: 69

Sample length: 6m 40s

66.2fkd8ktk

ID: 46065543

Label: 66

Sample length: 6m 40s

79.2fkd919o

ID: 46065295

Label: 79

Sample length: 6m 40s

79.2fkd91dn

ID: 46065294

Label: 79

Sample length: 6m 40s

81.2fkd92qv

ID: 46065258

Label: 81

Sample length: 6m 40s

80.2fkd92fb

ID: 46065267

Label: 80

Sample length: 6m 40s

44.2fkd8537

ID: 46065944

Label: 44

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

Clone project

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	64,216
No. of clones	14