Nugro Isworo / driver-drowsiness-detection Public

Target: XIAOESP32S3-DEV Clone this project

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driver-drowsiness-detection

Object detection

About this project

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Data (2,400 items)

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s0012_04784_0_0_1_0_0_03_9375

ID: 1160875778

_182_6675

ID: 1160876212

_244_6459

ID: 1160876575

s0012_04779_0_0_1_0_0_03_3241

ID: 1160875654

309_7585

ID: 1160877106

_666_7199

ID: 1160875876

2610_2558

ID: 1160877583

2603_5472

ID: 1160877588

Model accuracy (Unoptimized (float32))

Validation set

88.5%

Test set

-

On-device performance (XIAOESP32S3-DEV, Quantized (int8))

Latency

1105 ms.

Peak RAM usage

137.7K

Flash usage

91.0K

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Dataset summary

Data collected

2,400 items

Labels

mata_terbuka, mata_terpejam, menguap, tidak_menguap

Project info

Project ID	503628
License	Apache 2.0
No. of views	90,076
No. of clones	17