KARTHICK I / dms_project Public

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dms_project

Object detection

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Data (2,413 items)

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455_jpg.rf.5b2b56586ae09393252a7043a5683d56

ID: 3026480165

GOPR0492_MP4-452_jpg.rf.2116bdc097d154d0ad9787f0bbcaf4dc

ID: 3026484670

GOPR0492_MP4-369_jpg.rf.3933f9223750e81146cf0bb483560fb5

ID: 3026484514

N1126

ID: 3026485455

ZC0989

ID: 3026489968

ZC0684

ID: 3026489832

GOPR0492_MP4-320_jpg.rf.8f8f04a5b3240424d71eb2f8f6076626

ID: 3026484460

885_jpg.rf.c85763aba32f53b4a324075c5370b727

ID: 3026481043

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

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Validation set

78.9%

Test set

63.5%

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

Latency

44 ms.

Peak RAM usage

465.3K

Flash usage

81.5K

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Dataset summary

Data collected

2,413 items

Labels

Awake, Drowsy, Yawn

Project info

Project ID	1064575
License	3-Clause BSD
No. of views	18
No. of clones	0