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

alcohol.28tnp54h

ID: 34880209

Label: alcohol

Sample length: 10s

alcohol.28tnl9k8

ID: 34880211

Label: alcohol

Sample length: 10s

cola.28tljobg

ID: 34880223

Label: cola

Sample length: 10s

coffee.28tl09v6

ID: 34880218

Label: coffee

Sample length: 10s

alcohol.28u1ba0r

ID: 34880203

Label: alcohol

Sample length: 30s

cola.28tlkc92

ID: 34880216

Label: cola

Sample length: 10s

cola.28tlltl0

ID: 34880213

Label: cola

Sample length: 10s

cola.28tlmf89

ID: 34880215

Label: cola

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	15,696
No. of clones	23