EB / ML_Project_2 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.

ML_Project_2

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 (46 samples)

View all

Cooking fan on.4rb970tf

ID: 928428759

Label: Cooking fan on

Sample length: 11s

Cooking fan on.4rb94sb6

ID: 928428371

Label: Cooking fan on

Sample length: 11s

Cooking fan off.4rbbm3am

ID: 928442687

Label: Cooking fan off

Sample length: 11s

Cooking fan off.4rbbdk5f

ID: 928440916

Label: Cooking fan off

Sample length: 11s

Cooking fan on.4rb910nj

ID: 928428223

Label: Cooking fan on

Sample length: 11s

Not cooking.4rb84slq

ID: 928426882

Label: Not cooking

Sample length: 11s

Cooking fan on.4rb95cs6

ID: 928428423

Label: Cooking fan on

Sample length: 11s

Cooking fan on.4rb924r1

ID: 928428243

Label: Cooking fan on

Sample length: 11s

Model accuracy (Unoptimized (float32))

Validation set

88.1%

Test set

95.5%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.4K

Flash usage

15.7K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

8m 26s

Sensors

temperature, humidity, pressure @ 1Hz

Labels

Cooking fan off, Cooking fan on, Not cooking

Project info

Project ID	379255
License	Apache 2.0
No. of views	204
No. of clones	0