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.2skrrotn

ID: 129560796

Label: inside

Sample length: 5m 0s

inside.dmitry_kitchen_2t48f07q

ID: 129560690

Label: inside

Sample length: 5m 0s

outside.2ssrre65

ID: 129560731

Label: outside

Sample length: 5m 0s

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

ID: 129560803

Label: inside

Sample length: 5m 0s

inside.2umecbsn

ID: 129560659

Label: inside

Sample length: 5m 0s

outside.2t78t5eg.ingestion-7647895c44-txnwp.cbor.2t79tm3q

ID: 129560679

Label: outside

Sample length: 5m 0s

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

ID: 129560677

Label: inside

Sample length: 5m 0s

outside.2sl23ldo

ID: 129560774

Label: outside

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	10,979
No. of clones	2