KARTHICK I / dms_project Public

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dms_project

Object detection

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Data (2,412 items)

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132_jpg.rf.27a2b06b49e23d768ee5c1ad3f808c09

ID: 3026479202

GOPR0492_MP4-209_jpg.rf.9aa323ed75834ed85d1edbc3c305dc32

ID: 3026484098

drowsy-a0d48a5a-8f67-11ed-8ac0-106fd9651b4e_jpg.rf.200417dd922447ca5cadfcbc928ec7ed

ID: 3026483339

314_jpg.rf.0d763f3759f9d6cb9ec71d034111431e

ID: 3026479818

N1060

ID: 3026485347

588_jpg.rf.9f69f79b9047fb1ce12cd172cb3df3e6

ID: 3026480529

230_jpg.rf.8768a96508ff42d13c10e11a8e2ce935

ID: 3026479534

316_jpg.rf.e48308dbb09f31f63811e3481e940b12

ID: 3026479834

Model accuracy, Impulse #1 (Unoptimized (float32))

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Validation set

83.2%

Test set

-

On-device performance (RT1176, Quantized (int8))

Latency

18 ms.

Peak RAM usage

208.7K

Flash usage

81.3K

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Dataset summary

Data collected

2,412 items

Labels

Awake, Drowsy, Yawn

Project info

Project ID	1064575
License	3-Clause BSD
No. of views	24,851
No. of clones	0