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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_173_8876

ID: 1160876281

2256_8977

ID: 1160877401

_716_3738

ID: 1160875736

149_5556

ID: 1160876780

s0002_00335_0_0_0_0_0_01_7750

ID: 1160876383

s0012_04784_0_0_1_0_0_03_9375

ID: 1160875778

_395_9091

ID: 1160875603

s0012_04798_0_0_1_0_0_03_7499

ID: 1160875632

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	66,035
No. of clones	11