Jenny Speelman / 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_000000178692.249bglni

ID: 24786213

Label: non_person

COCO_train2014_000000426791.249cnrj8

ID: 24733582

Label: person

COCO_train2014_000000122950.249bfedf

ID: 24789805

Label: non_person

COCO_train2014_000000382710.249bo15a

ID: 24772794

Label: non_person

COCO_train2014_000000387635.249bo4uf

ID: 24772482

Label: non_person

COCO_train2014_000000230017.249bi79h

ID: 24782715

Label: non_person

COCO_train2014_000000378049.249bntjq

ID: 24773111

Label: non_person

COCO_train2014_000000517552.249bsfq1

ID: 24764119

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	399,619
No. of clones	111