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Tutorial: temperature regression

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Data (77 samples)

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freezertemprampup.t=27.json.1u42lain

ID: 1013217742

Label: 27

Sample length: 2s

freezertemprampup.t=37.json.1u42laim

ID: 1013217800

Label: 37

Sample length: 2s

freezertemprampup.t=57.json.1u42las4

ID: 1013217754

Label: 57

Sample length: 2s

freezertemprampup.t=2.json.1u42las4

ID: 1013217753

Label: 2

Sample length: 2s

freezertemprampup.t=8.json.1u42las4

ID: 1013217758

Label: 8

Sample length: 2s

freezertemprampup.t=39.json.1u42laio

ID: 1013217795

Label: 39

Sample length: 2s

freezertemprampup.t=56.json.1u42laip

ID: 1013217798

Label: 56

Sample length: 2s

freezertemprampup.t=43.json.1u42las4

ID: 1013217744

Label: 43

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	40,917
No. of clones	154