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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1647_3661

ID: 1160877524

_120_7617

ID: 1160876176

s0025_01182_0_0_1_0_0_01_6959

ID: 1160876008

117_2613

ID: 1160877325

2434_8875

ID: 1160877421

s0012_04926_0_0_1_0_0_03_5193

ID: 1160875559

_438_9571

ID: 1160876588

_117_4553

ID: 1160875989

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	82,182
No. of clones	15