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.2st462b2

ID: 129560723

Label: inside

Sample length: 5m 0s

inside.2ssbil9d

ID: 129560748

Label: outside

Sample length: 5m 0s

outside.2sveifvs

ID: 129560711

Label: outside

Sample length: 5m 0s

inside.2sktjpsu

ID: 129560790

Label: inside

Sample length: 5m 0s

outside.2gkv742m.ingestion-8755bd495-g69m8.s1.json.2skp3jmn

ID: 129560819

Label: outside

Sample length: 4m 56s

outside.zurich_lake_2t4u0q4o

ID: 129560687

Label: outside

Sample length: 5m 0s

inside.2ic8lcao.ingestion-958545b-5ptq2.cbor.2skp3klo

ID: 129560812

Label: inside

Sample length: 5m 0s

inside.2ssq1fas

ID: 129560737

Label: inside

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

Run this model

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	12,189
No. of clones	2