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_000000548171.249bt6jc

ID: 24762153

Label: non_person

COCO_train2014_000000424915.249cnqbo

ID: 24733692

Label: person

COCO_train2014_000000382006.249bo0cr

ID: 24772851

Label: non_person

COCO_train2014_000000337726.249ckaog

ID: 24739117

Label: person

COCO_train2014_000000255575.249biq0s

ID: 24781052

Label: non_person

COCO_train2014_000000412762.249cnhv2

ID: 24734445

Label: person

COCO_train2014_000000556491.249btcfk

ID: 24761606

Label: non_person

COCO_train2014_000000036237.249bck6f

ID: 24795434

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	362,202
No. of clones	100