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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833

ID: 1188454390

videoplayback_mp4-404_jpg.rf.fc70daf5c27eee039cb329236bdb5345

ID: 1188453298

videoplayback_mp4-333_jpg.rf.dc713c9b4f8d45a4b230ed4b8738e44d

ID: 1188453286

617

ID: 1188454370

5210

ID: 1188453370

image_450-terbuka-menguap

ID: 1189868682

22-09-23_mp4-28_jpg.rf.890e362ae0e095123c88a626a99a0287

ID: 1189869146

2023-09-22-17-51-12_mp4-106_jpg.rf.64fed102bd06585af58462454f67116b

ID: 1188453166

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

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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	337,607
No. of clones	43