willsouza / FadigAI Public

Target: XIAO ESP32S3 Sense 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.

FadigAI

Images

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 (38,891 items)

View all

ZB0475

ID: 2859801237

Label: drowsy

C0288

ID: 2859759599

Label: drowsy

k0401

ID: 2859727655

Label: awake

zc0199

ID: 2859753652

Label: awake

o0284

ID: 2859732172

Label: awake

F0279

ID: 2859763544

Label: drowsy

v0248

ID: 2859738852

Label: awake

zc1129

ID: 2859755018

Label: awake

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

99.9%

On-device performance (XIAO ESP32S3 Sense, Quantized (int8))

Latency

825 ms.

Peak RAM usage

137.5K

Flash usage

84.2K

Run this model

On any device

Clone project

Dataset summary

Data collected

38,891 items

Labels

awake, drowsy

Project info

Project ID	968205
License	3-Clause BSD
No. of views	24
No. of clones	0