Edge Impulse Inc. / Thingy:91 Inside/Outside Crowdsourced Public

Target: Cortex-M4F 80MHz Clone this project

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Thingy:91 Inside/Outside Crowdsourced

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Data (198 samples)

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inside.2st857rg

ID: 129560719

Label: inside

Sample length: 5m 0s

inside.2st1cc3p

ID: 129560727

Label: inside

Sample length: 5m 0s

inside.2sv0661f

ID: 129560713

Label: inside

Sample length: 5m 0s

inside.2st3nbev

ID: 129560724

Label: inside

Sample length: 5m 0s

inside.2sl42b1t

ID: 129560764

Label: inside

Sample length: 5m 0s

outside.2umd5r68

ID: 129560661

Label: outside

Sample length: 5m 0s

outside.2sss7tn4

ID: 129560732

Label: outside

Sample length: 5m 0s

outside.2sl13roh

ID: 129560775

Label: outside

Sample length: 5m 0s

Model accuracy (Unoptimized (float32))

Validation set

94.5%

Test set

81.3%

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

1 ms.

Peak RAM usage

1.9K

Flash usage

20.0K

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On any device

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Dataset summary

Data collected

16h 24m 30s

Sensors

temperature, pressure, humidity, gas res @ 0.3Hz

Labels

inside, outside

Project info

Project ID	83160
Project version	3
License	BSD 3-Clause Clear
No. of views	12,184
No. of clones	2