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=5.json.1u42las3

ID: 1013217751

Label: 5

Sample length: 2s

freezertemprampup.t=46.json.1u42las3

ID: 1013217747

Label: 46

Sample length: 2s

freezertemprampup.t=1.json.1u42lail

ID: 1013217799

Label: 1

Sample length: 2s

freezertemprampup.t=44.json.1u42lanb

ID: 1013217773

Label: 44

Sample length: 2s

freezertemprampup.t=32.json.1u42lain

ID: 1013217797

Label: 32

Sample length: 2s

freezertemprampup.t=52.json.1u42las3

ID: 1013217767

Label: 52

Sample length: 2s

freezertemprampup.t=4.json.1u42lanf

ID: 1013217772

Label: 4

Sample length: 2s

freezertemprampup.t=48.json.1u42las4

ID: 1013217757

Label: 48

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	40,128
No. of clones	151