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_mp4-456_jpg.rf.6728727531b8faa223c4a9991619e119

ID: 1189869139

2023-09-22-17-51-12_mp4-85_jpg.rf.272b74353907557ff62e8b4994a3a9fa

ID: 1188453223

22-09-23_mp4-611_jpg.rf.7a2c31e70e4a85619c02771e2a174d38

ID: 1189868925

videoplayback_mp4-334_jpg.rf.d6a30acc852aac62e7ee275f8d633fe9

ID: 1188453239

2283

ID: 1188454490

videoplayback_mp4-401_jpg.rf.fbfca0c0de14f874a117ef440a60287f

ID: 1188453291

22-09-23_mp4-92_jpg.rf.f266ac2dce02c47c5033da1524309445

ID: 1189868995

_import_6211ce10da1d25_07242236_preview_mp4-60_jpg.rf.3a5885dac9dd63fb5e8bf11d2d53fb9b

ID: 1188453252

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	293,069
No. of clones	42