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Tutorial: temperature regression

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Data (77 samples)

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freezertemprampup.t=19.json.1u42lanb

ID: 1013217777

Label: 19

Sample length: 2s

freezertemprampup.t=6.json.1u42lanl

ID: 1013217778

Label: 6

Sample length: 2s

freezertemprampup.t=38.json.1u42las3

ID: 1013217761

Label: 38

Sample length: 2s

freezertemprampup.t=13.json.1u42las4

ID: 1013217755

Label: 13

Sample length: 2s

freezertemprampup.t=21.json.1u42lan2

ID: 1013217790

Label: 21

Sample length: 2s

freezertemprampup.t=55.json.1u42las3

ID: 1013217748

Label: 55

Sample length: 2s

freezertemprampup.t=4.json.1u42lanf

ID: 1013217772

Label: 4

Sample length: 2s

freezertemprampup.t=58.json.1u42las7

ID: 1013217760

Label: 58

Sample length: 2s

Model accuracy (Unoptimized (float32))

Validation set

Test set

On-device performance (Synaptics KA10000, Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.2K

Flash usage

10.9K

Run this model

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Dataset summary

Data collected

2m 35s

Sensor

temp @ 4Hz

Labels

1 .. 60

Project info

Project ID	17972
Project version	4
License	BSD 3-Clause Clear
No. of views	34,570
No. of clones	149