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.2sks53n1

ID: 129560795

Label: inside

Sample length: 5m 0s

inside.2uo96e7v

ID: 129560650

Label: inside

Sample length: 5m 0s

inside.2uoe3rar

ID: 129560649

Label: inside

Sample length: 5m 0s

outside.2t2an728

ID: 129560694

Label: outside

Sample length: 5m 0s

outside.2t1gu4mk

ID: 129560704

Label: outside

Sample length: 5m 0s

outside.2sl07rbj

ID: 129560778

Label: outside

Sample length: 5m 0s

inside.2sst0oqb

ID: 129560730

Label: inside

Sample length: 5m 0s

inside.2rbprrd2.ingestion-6f68cc6c88-7cq27.cbor.2skp3jcu

ID: 129560825

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

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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	14,086
No. of clones	2