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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52

ID: 1189868236

22-09-23_mp4-91_jpg.rf.0fb3e37ae320416e164f2e3ea1ed5f46

ID: 1189869157

22-09-23_mp4-32_jpg.rf.3800fc98dffb7cf7cfc3dde94d8af54e

ID: 1189869173

videoplayback_mp4-338_jpg.rf.e92afc5fb555625fd025218f823a06e2

ID: 1188453161

2296

ID: 1188454491

22-09-23_mp4-133_jpg.rf.e57df32ba2c761006e390815f1f21596

ID: 1189869057

726

ID: 1188454425

255

ID: 1188454442

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	152,896
No. of clones	21