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.2gq4e2sp.ingestion-66bb9dfdf6-fqcwb.s1.json.2skp3jl6

ID: 129560820

Label: inside

Sample length: 4m 57s

outside.2ssheg6v

ID: 129560746

Label: outside

Sample length: 5m 0s

inside.2ulpup84

ID: 129560665

Label: inside

Sample length: 5m 0s

inside.2t74aj0r.ingestion-7647895c44-9t8cz.cbor.2t79tm2k

ID: 129560685

Label: inside

Sample length: 5m 0s

outside.2uo7q8mr

ID: 129560654

Label: outside

Sample length: 5m 0s

inside.2tcjtth3

ID: 129560672

Label: inside

Sample length: 5m 0s

inside.2sktt4no

ID: 129560789

Label: inside

Sample length: 5m 0s

outside.2ssl5oq3

ID: 129560743

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	13,505
No. of clones	2