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_000000032329.249ca7dv

ID: 24757959

Label: person

COCO_train2014_000000299871.249chlcj

ID: 24741542

Label: person

COCO_train2014_000000468202.249conkf

ID: 24731041

Label: person

COCO_train2014_000000373641.249bnqnd

ID: 24773379

Label: non_person

COCO_train2014_000000226350.249cg572

ID: 24746033

Label: person

COCO_train2014_000000136129.249cdehd

ID: 24751502

Label: person

COCO_train2014_000000036948.249caaqe

ID: 24757650

Label: person

COCO_train2014_000000011504.249bc2rh

ID: 24797042

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

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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	303,553
No. of clones	92