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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outside.2t79f1u0.ingestion-7647895c44-xnl88.cbor.2t79tm3r

ID: 129560680

Label: outside

Sample length: 5m 0s

outside.2t78e8el.ingestion-7647895c44-txnwp.cbor.2t79tm4a

ID: 129560678

Label: outside

Sample length: 5m 0s

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

ID: 129560677

Label: inside

Sample length: 5m 0s

outside.2skvl5nl

ID: 129560781

Label: outside

Sample length: 5m 0s

outside.2t1l6qnl

ID: 129560702

Label: outside

Sample length: 5m 0s

outside.2t1gu4mk

ID: 129560704

Label: outside

Sample length: 5m 0s

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

ID: 129560825

Label: inside

Sample length: 5m 0s

inside.2gl0cbsg.ingestion-8755bd495-vkwnv.s1.json.2skp3jbh

ID: 129560823

Label: inside

Sample length: 4m 56s

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	14,664
No. of clones	2