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

ID: 129560674

Label: inside

Sample length: 5m 0s

inside.2th2u88k

ID: 129560667

Label: inside

Sample length: 5m 0s

inside.2gksm8sp.ingestion-8755bd495-vkwnv.s1.json.2skp3ipk

ID: 129560833

Label: inside

Sample length: 4m 54s

outside.2uo7q8mr

ID: 129560654

Label: outside

Sample length: 5m 0s

outside.2svevtpl

ID: 129560708

Label: outside

Sample length: 5m 0s

inside.2rbod57d.ingestion-6f68cc6c88-7cq27.cbor.2skp3j0q

ID: 129560829

Label: inside

Sample length: 5m 0s

outside.2gkure2k.ingestion-8755bd495-ldjq9.s1.json.2skp3jls

ID: 129560818

Label: outside

Sample length: 4m 56s

inside.2lnu7gs4.ingestion-7645cffd75-fh29v.cbor.2skp3lva

ID: 129560803

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	14,966
No. of clones	2