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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img_f_1972

ID: 1188453642

22-09-23_mp4-458_jpg.rf.26b6513c5e211cd950b3c861a4c48091

ID: 1189869093

773

ID: 1188454348

551

ID: 1188454479

22-09-23_mp4-455_jpg.rf.be723e82aee26a244c9ec741e719c5b7

ID: 1189869013

2621

ID: 1188454451

2284

ID: 1188454528

276-terbuka-menguap

ID: 1189868187

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	253,594
No. of clones	40