Nugro Isworo / driver-drowsiness-detection-3 Public

Target: Raspberry Pi 5 Clone this project

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driver-drowsiness-detection-3

Object detection

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Data (1,200 items)

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22-09-23_mp4-605_jpg.rf.91891f973e0bb7467467d03621f22926

ID: 1189868878

22-09-23_mp4-231_jpg.rf.137e6888cb8f19bf230ccd5b0a6a2774

ID: 1189869172

542

ID: 1188454521

22-09-23_mp4-79_jpg.rf.6844f43370f0fca2d39c512a5a955e0b

ID: 1189868935

22-09-23_mp4-449_jpg.rf.8fd8feb86927f30de503591b92fefbd7

ID: 1189869030

22-09-23_mp4-604_jpg.rf.0c1923893bf82338009e22050ea65fd3

ID: 1189868858

22-09-23_mp4-217_jpg.rf.d704213d6034620d2e867eab4da09fc3

ID: 1189869041

22-09-23_mp4-386_jpg.rf.dbbbb69e7b192a978c189c0bbb48c21a

ID: 1189869108

Model accuracy, Impulse #35 (Unoptimized (float32))

View 14 other experiments

Validation set

99.5%

Test set

92.5%

On-device performance (Raspberry Pi 5, Unoptimized (float32))

Latency

6 ms.

Flash usage

108.3K

Run this model

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Dataset summary

Data collected

1,200 items

Labels

mata_terbuka, mata_terpejam, menguap, tidak_menguap

Project info

Project ID	510570
License	Apache 2.0
No. of views	175,040
No. of clones	30