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_mp4-60_jpg.rf.d5d092a53fc8ca7759ff20bdbd3e4fd5

ID: 1189868899

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

ID: 1189869074

2246

ID: 1188454525

543

ID: 1188454530

image_480

ID: 1188454321

4

ID: 1189868223

2023-09-22-17-51-12_mp4-107_jpg.rf.ec374f7786ecac3fb75dcff1481bd288

ID: 1188453208

2023-09-22-17-51-12_mp4-94_jpg.rf.becf911a65f3b36b174cc0ddd8a3690e

ID: 1188453213

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	340,942
No. of clones	43