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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22-09-23_mp4-608_jpg.rf.385d2906cdd4094af046533ca1a9ae9b

ID: 1189868901

videoplayback_mp4-402_jpg.rf.ee83bd3d09097ebe1b0eebf993703e6f

ID: 1188453144

image_480-terbuka-tidak-menguap

ID: 1188454319

3

ID: 1188454516

22-09-23_mp4-207_jpg.rf.917d0c87767185a97afe9d36d50f05e7

ID: 1189869140

265

ID: 1189868265

22-09-23_mp4-95_jpg.rf.e4cc2d9746efb1a8786d38a60def9a74

ID: 1189869062

22-09-23_mp4-26_jpg.rf.603fc4f1d66d1197b596f553c7b43680

ID: 1189869136

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	387,400
No. of clones	52