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.2skoe3ua

ID: 129560835

Label: inside

Sample length: 5m 0s

outside.2sl0qh13

ID: 129560777

Label: outside

Sample length: 5m 0s

outside.2stb9801

ID: 129560718

Label: outside

Sample length: 5m 0s

outside.2g8qlvjv.cbor.2gfqu8jn.ingestion-57d8ff67-zlq4t.s1.json.2skp3jhp

ID: 129560822

Label: outside

Sample length: 4m 55s

inside.2t75v2pq.ingestion-7647895c44-9t8cz.cbor.2t79tm6q

ID: 129560674

Label: inside

Sample length: 5m 0s

inside.coffee_shop_2t71lrhh

ID: 129560683

Label: inside

Sample length: 5m 0s

outside.2ssrre65

ID: 129560731

Label: outside

Sample length: 5m 0s

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

ID: 129560677

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	15,731
No. of clones	2