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_mp4-17_jpg.rf.bb0241c7fc92c022275daaa5e7c5a1cf

ID: 1189868876

22-09-23_mp4-76_jpg.rf.0a095faf687b5d39fca5f6ce7e19e181

ID: 1189868962

videoplayback_mp4-336_jpg.rf.08f93d219d1f7478365887a7bbc77bac

ID: 1188453250

22-09-23_mp4-32_jpg.rf.3800fc98dffb7cf7cfc3dde94d8af54e

ID: 1189869173

22-09-23_mp4-607_jpg.rf.fc0b2c3ed3e2703bbe518c5245e7e8cf

ID: 1189868941

22-09-23_mp4-457_jpg.rf.d1b4f098fc8345cab36c6ea8d85cd204

ID: 1189869056

img_e_17490

ID: 1188453639

2224

ID: 1188454460

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	369,373
No. of clones	47