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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videoplayback_mp4-397_jpg.rf.8f599631a4ff6eaf9f314fc9a71d2e1a

ID: 1188453241

2244

ID: 1188454517

22-09-23_mp4-93_jpg.rf.cf4fc04897e5f9c6c2337091996fc6a9

ID: 1189869036

22-09-23_mp4-598_jpg.rf.e22592a4639f2022f41b250aac3b0886

ID: 1189868924

22-09-23_mp4-598_jpg.rf.6b5903c8f02dd55b6a6045aff1d6fe9f

ID: 1189868860

216

ID: 1189868250

22-09-23_mp4-611_jpg.rf.e8625ba4e294007271ecab98952bc458

ID: 1189868866

99-terbuka-menguap

ID: 1189868167

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

Run this model

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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	236,190
No. of clones	39