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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img_h_7680

ID: 1188454324

22-09-23_mp4-212_jpg.rf.2ae35b6d2b6aafe08b3a1dc67d2eda67

ID: 1189869067

98-terbuka-tidak-menguap

ID: 1188454389

2023-09-22-17-51-12_mp4-105_jpg.rf.a0a48d59d1c7710686ca5c1bc2e35b4b

ID: 1188453293

470

ID: 1188454404

22-09-23_mp4-93_jpg.rf.a6cc390cb0c32c4e5ce14ae6a9fb4414

ID: 1189869170

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

ID: 1189869136

189

ID: 1189868174

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	311,033
No. of clones	42