Edge Impulse Inc. / Thingy:91 Inside/Outside Crowdsourced Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Thingy:91 Inside/Outside Crowdsourced

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (198 samples)

View all

outside.2sl4gbb7

ID: 129560761

Label: outside

Sample length: 5m 0s

inside.2sktt4no

ID: 129560789

Label: inside

Sample length: 5m 0s

inside.2lo0j28g.ingestion-7645cffd75-prnjf.cbor.2skp3mml

ID: 129560801

Label: inside

Sample length: 5m 0s

inside.2sl0fdc8

ID: 129560779

Label: inside

Sample length: 5m 0s

inside.2sl83j53

ID: 129560756

Label: inside

Sample length: 5m 0s

inside.2ssbil9d

ID: 129560748

Label: outside

Sample length: 5m 0s

inside.2tcjtth3

ID: 129560672

Label: inside

Sample length: 5m 0s

inside.2gq32duj.ingestion-66bb9dfdf6-9djzh.s1.json.2skp3jud

ID: 129560813

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

Scan QR code or launch in browser

Launch in browser

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	16,509
No. of clones	2