Edge Impulse Inc. / Tutorial: temperature regression Public

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Tutorial: temperature regression

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Data (77 samples)

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freezertemprampup.t=33.json.1u42lan2

ID: 1013217794

Label: 33

Sample length: 2s

freezertemprampup.t=58.json.1u42las7

ID: 1013217760

Label: 58

Sample length: 2s

freezertemprampup.t=55.json.1u42las3

ID: 1013217748

Label: 55

Sample length: 2s

freezertemprampup.t=32.json.1u42lain

ID: 1013217797

Label: 32

Sample length: 2s

freezertemprampup.t=57.json.1u42las4

ID: 1013217754

Label: 57

Sample length: 2s

freezertemprampup.t=53.json.1u42lan3

ID: 1013217793

Label: 53

Sample length: 2s

freezertemprampup.t=12.json.1u42las7

ID: 1013217743

Label: 12

Sample length: 2s

freezertemprampup.t=50.json.1u42lan3

ID: 1013217785

Label: 50

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	32,701
No. of clones	148