Nugro Isworo / driver-drowsiness-detection-3 Public

Target: Raspberry Pi 5 Clone this project

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driver-drowsiness-detection-3

Object detection

About this project

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Data (1,200 items)

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3913

ID: 1188453390

22-09-23_mp4-60_jpg.rf.d1fe7805dd522705ed3e93511efd7349

ID: 1189868867

videoplayback_mp4-339_jpg.rf.0b21fd6453a7665772c5646e16d0cd87

ID: 1188453275

191

ID: 1189868283

2023-09-22-17-51-12_mp4-83_jpg.rf.3059acca348e918780ca2dd5773523f5

ID: 1188453228

22-09-23_mp4-1_jpg.rf.6b7b08b999a56f7fd609ce7c7168b04f

ID: 1189868947

_import_6211ce10da1d25_07242236_preview_mp4-54_jpg.rf.3ef0a2b15b5fe905c21a1b4b94a0f22d

ID: 1188453209

22-09-23_mp4-27_jpg.rf.b06c83fdc3dfa9e6f8966a90714b27fd

ID: 1189869052

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	191,061
No. of clones	31