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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1862_8672

ID: 1160877667

982_3569

ID: 1160877274

80_8787

ID: 1160877149

3_2211

ID: 1160877675

_626_1380

ID: 1160876484

s0012_04600_0_0_1_2_1_03_1285

ID: 1160875737

271_5143

ID: 1160876947

s0004_00446_0_0_0_0_0_01_2749

ID: 1160876347

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	78,300
No. of clones	13