Nugro Isworo / driver-drowsiness-detection-3 Public

Target: Raspberry Pi 5 Clone this project

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driver-drowsiness-detection-3

Object detection

About this project

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Data (1,200 items)

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22-09-23_mp4-87_jpg.rf.b5b1c2ffd2f646fa50f9689d5cdffbcd

ID: 1189869135

105

ID: 1189868206

22-09-23_mp4-609_jpg.rf.fec1bbb4712af774022d2334683894b4

ID: 1189868847

22-09-23_mp4-822_jpg.rf.0c21b80605151d29bd1cce741bb7f8e8

ID: 1188453195

760

ID: 1188454392

img_f_4350

ID: 1188454322

videoplayback_mp4-337_jpg.rf.778649a2ef2505f3e901f3aa09e69c7c

ID: 1188453283

22-09-23_mp4-91_jpg.rf.8dbb6efcd4629ffeabfcc6c79a2ce3d9

ID: 1189869069

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

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Validation set

99.5%

Test set

92.5%

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

Latency

6 ms.

Flash usage

108.3K

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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	348,194
No. of clones	46