Nugro Isworo / driver-drowsiness-detection-3 Public

Target: Raspberry Pi 5 Clone this project

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driver-drowsiness-detection-3

Object detection

About this project

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Data (1,200 items)

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22-09-23_mp4-34_jpg.rf.3c4d11f55c031bb1f55dbe670b08c2c9

ID: 1189869088

22-09-23_mp4-71_jpg.rf.303857bbf26f514bc11193bd3e7efbe9

ID: 1189868877

2478

ID: 1188454482

22-09-23_mp4-8_jpg.rf.5d9913a63cb4c9238629721de7c5eb1a

ID: 1189868953

98

ID: 1189868182

681

ID: 1188454466

108

ID: 1189868211

22-09-23_mp4-37_jpg.rf.bd0679582697a008eaac23691a9f41a0

ID: 1189869010

Model accuracy, Impulse #35 (Unoptimized (float32))

View 14 other experiments

Validation set

99.5%

Test set

92.5%

On-device performance (Raspberry Pi 5, Unoptimized (float32))

Latency

6 ms.

Flash usage

108.3K

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Dataset summary

Data collected

1,200 items

Labels

mata_terbuka, mata_terpejam, menguap, tidak_menguap

Project info

Project ID	510570
License	Apache 2.0
No. of views	194,957
No. of clones	31