Huiying Lai / coffee_cola_alcohol_big 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.

coffee_cola_alcohol_big

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 (45 samples)

View all

air.28tsdmot

ID: 34880204

Label: air

Sample length: 10s

cola.28tlltl0

ID: 34880213

Label: cola

Sample length: 10s

coffee.28tkuid9

ID: 34880222

Label: coffee

Sample length: 10s

alcohol.28tnol87

ID: 34880207

Label: alcohol

Sample length: 10s

cola.28tli7j9

ID: 34880217

Label: cola

Sample length: 10s

coffee.28tkv729

ID: 34880224

Label: coffee

Sample length: 10s

coffee.28tl1e3c

ID: 34880220

Label: coffee

Sample length: 10s

alcohol.28tnmcio

ID: 34880208

Label: alcohol

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

99.5%

Test set

97.5%

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

Latency

1 ms.

Peak RAM usage

2.1K

Flash usage

18.0K

Run this model

On any device

Clone project

Dataset summary

Data collected

8m 27s

Sensors

NO2, C2H5CH, VOC, CO @ 10Hz

Labels

air, alcohol, coffee, cola

Project info

Project ID	37392
Project version	3
License	No license attached
No. of views	18,165
No. of clones	23