Sawyer / samclane-project-1 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.

samclane-project-1

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 (62 samples)

View all

Air.3d2g6qti

ID: 135745483

Label: Air

Sample length: 10s

Resin.3d3k03uh

ID: 135745467

Label: Resin

Sample length: 30s

Resin.3d3juqjv

ID: 135745468

Label: Resin

Sample length: 30s

EthylAlcohol.3d3crkdo

ID: 135745475

Label: EthylAlcohol

Sample length: 1m 40s

Air.3d2hujpb

ID: 135745481

Label: Air

Sample length: 10s

IsopropylAlcohol.3d4s50mr

ID: 135745462

Label: IsopropylAlcohol

Sample length: 30s

EthylAlcohol.3d3da5j8

ID: 135745473

Label: EthylAlcohol

Sample length: 10s

Exhale.3d2fnkvl

ID: 135745488

Label: EthylAlcohol

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

79.5%

Test set

58.7%

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

Latency

1 ms.

Peak RAM usage

1.8K

Flash usage

15.9K

Run this model

On any device

Clone project

Dataset summary

Data collected

55m 7s

Sensors

NO2, C2H5OH, VOC, CO @ 15Hz

Labels

Air, EthylAlcohol, IsopropylAlcohol, Resin

Project info

Project ID	65919
Project version	3
License	No license attached
No. of views	7,001
No. of clones	21