Jenny Speelman / Visual Wake Words - TinyMLPerf Public

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Visual Wake Words - TinyMLPerf

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Data (109,604 items)

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COCO_train2014_000000345005.249ckgkq

ID: 24738680

Label: person

COCO_train2014_000000241836.249bifsh

ID: 24781929

Label: non_person

COCO_train2014_000000315415.249cjqq3

ID: 24740572

Label: person

COCO_train2014_000000248251.249cgjig

ID: 24744705

Label: person

COCO_train2014_000000543661.249cqf8v

ID: 24726446

Label: person

COCO_train2014_000000343734.249ckfsm

ID: 24738751

Label: person

COCO_train2014_000000143009.249cdj5q

ID: 24751077

Label: person

COCO_train2014_000000037509.249bcl1d

ID: 24795359

Label: non_person

Model accuracy (Unoptimized (float32))

Validation set

81.4%

Test set

73.9%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

2168 ms.

Peak RAM usage

106.0K

Flash usage

301.4K

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Dataset summary

Data collected

109,604 items

Labels

non_person, person

Project info

Project ID	29439
Project version	1
License	BSD 3-Clause Clear
No. of views	420,644
No. of clones	118