Phyboc / Drowsiness Detection System by TechBrigade 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.

Drowsiness Detection System by TechBrigade

Object detection

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 (160 items)

View all

20230725_192607_jpg.rf.91f6952464a9802adb62b75278d95eb6

ID: 2270117234

20230725_192402_jpg.rf.5c98d3eff6b9b718d30f6cb0cadf8d61

ID: 2270117203

20230725_192823_jpg.rf.0c27a84c30e9e67f4ef9e9bf0585f9da

ID: 2270117269

20230725_192714_jpg.rf.32e41e55a3e562ac9f3e85bb6e51a11f

ID: 2270117246

20230725_193817_jpg.rf.6daea10972d9697c3ccc2304f365d5db

ID: 2270117258

20230725_192708_jpg.rf.64ca2ebfcff34d9b239afd39ef30ee1d

ID: 2270117242

20230725_192544_jpg.rf.71815e558a5867e8c7aa25cf8a92847f

ID: 2270117227

20230725_192427_jpg.rf.9d235df6759e6d58de97953730aac274

ID: 2270117201

Model accuracy (Unoptimized (float32))

Validation set

96.3%

Test set

90.5%

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

Latency

734 ms.

Peak RAM usage

137.7K

Flash usage

81.3K

Run this model

On any device

Clone project

Dataset summary

Data collected

160 items

Labels

closed, open

Project info

Project ID	789488
License	3-Clause BSD
No. of views	32
No. of clones	0