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_04920_0_0_1_0_0_03_4023

ID: 1160875925

_495_9751

ID: 1160876162

s0002_00958_0_0_0_0_0_01_8886

ID: 1160876293

2471_8860

ID: 1160877266

2518_1344

ID: 1160877550

s0002_00402_0_0_0_0_1_01_6357

ID: 1160876535

1862_8672

ID: 1160877667

_717_4297

ID: 1160876354

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

Run this model

On any device

Clone project

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	72,868
No. of clones	12