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_mp4-81_jpg.rf.9fe9b40fe06c45201b3a71f8af824a8e

ID: 1189868979

435

ID: 1188454506

276-terbuka-menguap

ID: 1189868187

22-09-23_mp4-63_jpg.rf.689b3e401149a040caae461149006943

ID: 1189868854

7564

ID: 1188453356

11

ID: 1189868197

2247

ID: 1188454537

372

ID: 1188454356

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	183,649
No. of clones	30