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_mp4-10_jpg.rf.c3b9b7dd649f17043dba6b179fbbef85

ID: 1189868964

571

ID: 1188454353

7022

ID: 1188453334

2476

ID: 1188454372

2023-09-22-17-51-12_mp4-87_jpg.rf.2eec8b76bc8e2f9472363bfe1d6e0982

ID: 1188453147

3910

ID: 1188453388

619

ID: 1188454470

2222

ID: 1188454441

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	119,209
No. of clones	14