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=18.json.1u42lan2

ID: 1013217787

Label: 18

Sample length: 2s

freezertemprampup.t=17.json.1u42lan2

ID: 1013217770

Label: 17

Sample length: 2s

freezertemprampup.t=24.json.1u42lan2

ID: 1013217792

Label: 24

Sample length: 2s

freezertemprampup.t=8.json.1u42las4

ID: 1013217758

Label: 8

Sample length: 2s

freezertemprampup.t=44.json.1u42lanb

ID: 1013217773

Label: 44

Sample length: 2s

freezertemprampup.t=12.json.1u42las7

ID: 1013217743

Label: 12

Sample length: 2s

freezertemprampup.t=26.json.1u42lanb

ID: 1013217783

Label: 26

Sample length: 2s

freezertemprampup.t=42.json.1u42lanc

ID: 1013217769

Label: 42

Sample length: 2s

Model accuracy (Unoptimized (float32))

Validation set

Test set

94.1%

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

Latency

1 ms.

Peak RAM usage

1.2K

Flash usage

10.9K

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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	45,628
No. of clones	173