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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781

ID: 1188454512

211

ID: 1188454380

5373

ID: 1188453359

2023-09-22-17-51-12_mp4-106_jpg.rf.64fed102bd06585af58462454f67116b

ID: 1188453166

216

ID: 1189868250

22-09-23_mp4-29_jpg.rf.8f5db87554bcf6afd85ce0af5362d2b5

ID: 1189869132

22-09-23_mp4-22_jpg.rf.7eddfdcfac874154d86c505b67d133ab

ID: 1189868869

2023-09-22-17-51-12_mp4-116_jpg.rf.51e44b567357cb0c5eb80d9a5d46e563

ID: 1188453217

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	137,189
No. of clones	15