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_mp4-446_jpg.rf.c08912b9b23e631a72133f931f042891

ID: 1189869063

22-09-23_mp4-606_jpg.rf.cb6457c1784150b98f527a5af7bc132b

ID: 1189868882

7560

ID: 1188453354

22-09-23_mp4-127_jpg.rf.b0036ed6a5d0965e877df947023d018d

ID: 1189869152

361

ID: 1189868251

432

ID: 1188454481

3917

ID: 1188453389

233

ID: 1189868232

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	183,309
No. of clones	30