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.2t74ne9n.ingestion-7647895c44-9t8cz.cbor.2t79tm76

ID: 129560676

Label: inside

Sample length: 5m 0s

inside.2sl83j53

ID: 129560756

Label: inside

Sample length: 5m 0s

inside.2t77qjd4.ingestion-7647895c44-txnwp.cbor.2t79tm3r

ID: 129560677

Label: inside

Sample length: 5m 0s

inside.2sl42b1t

ID: 129560764

Label: inside

Sample length: 5m 0s

outside.2skup59c

ID: 129560786

Label: outside

Sample length: 5m 0s

outside.zurich_lake_2t4u0q4o

ID: 129560687

Label: outside

Sample length: 5m 0s

outside.2gkufg06.ingestion-8755bd495-g69m8.s1.json.2skp3jji

ID: 129560821

Label: outside

Sample length: 4m 57s

inside.2st857rg

ID: 129560719

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	11,316
No. of clones	2