Jenny Plunkett / Visual Wake Words - TinyMLPerf Public

Target: Cortex-M4F 80MHz Clone this project

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Visual Wake Words - TinyMLPerf

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Data (109,604 items)

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COCO_train2014_000000149555.249bg1hv

ID: 24788049

Label: non_person

COCO_train2014_000000036425.249bckbe

ID: 24795433

Label: non_person

COCO_train2014_000000416603.249cnkf2

ID: 24734214

Label: person

COCO_train2014_000000414982.249bp342

ID: 24770710

Label: non_person

COCO_train2014_000000277449.249ch6cq

ID: 24742943

Label: person

COCO_train2014_000000268150.249ch0gb

ID: 24743499

Label: person

COCO_train2014_000000061598.249cas06

ID: 24756074

Label: person

COCO_train2014_000000546074.249bt59t

ID: 24762273

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

Run this model

On any device

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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	371,054
No. of clones	102