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_mp4-78_jpg.rf.796867133dc3595b781f81d9bba2eead

ID: 1189868879

22-09-23_mp4-8_jpg.rf.eaaa8a12995c6df658fa9b55a140e61f

ID: 1189868981

22-09-23_mp4-707_jpg.rf.088873a1f810de70341c9badc04e5350

ID: 1189868982

276

ID: 1188454399

378

ID: 1188454522

22-09-23_mp4-4_jpg.rf.670193130b94357e8e1689cd8935595d

ID: 1189868911

videoplayback_mp4-332_jpg.rf.1463c285ad1f0e3da1532dee1a51d3fd

ID: 1188453156

22-09-23_mp4-450_jpg.rf.3caae4bab4886b0a6684f92c3c28612f

ID: 1189869074

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	415,511
No. of clones	53