Nugro Isworo / driver-drowsiness-detection Public

Target: XIAOESP32S3-DEV Clone this project

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driver-drowsiness-detection

Object detection

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Data (2,400 items)

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2373_9423

ID: 1160877314

_549_3237

ID: 1160875797

208_9058

ID: 1160877176

_700_5758

ID: 1160875696

_407_2598

ID: 1160876181

s0004_00917_0_0_0_0_1_01_4016

ID: 1160876494

s0012_04822_0_0_1_2_1_03_3922

ID: 1160875741

1334_2965

ID: 1160877399

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	75,278
No. of clones	12