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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2282

ID: 1188454492

148

ID: 1189868243

22-09-23_mp4-133_jpg.rf.807460ef04d31d2f557c436e6b8f24b2

ID: 1189869009

22-09-23_mp4-23_jpg.rf.25a97d809a2b84c953756cf60c55381e

ID: 1189868961

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

ID: 1188453166

104

ID: 1189868196

22-09-23_mp4-137_jpg.rf.f4764dfb16153f303c547d9c516b7584

ID: 1189868993

300

ID: 1189868190

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	166,649
No. of clones	27