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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2479

ID: 1188454469

2023-09-22-17-51-12_mp4-99_jpg.rf.e42fac2c07fd616f55c2117916cf9b40

ID: 1188453243

726

ID: 1188454425

488

ID: 1188454414

22-09-23_mp4-435_jpg.rf.d68fc53ad4bf03f54bb84055261b993b

ID: 1189869142

22-09-23_mp4-83_jpg.rf.0f986bf8e05f0df14a897de8a8e2baf8

ID: 1189868978

7564

ID: 1188453356

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

ID: 1189869135

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	211,086
No. of clones	34