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_000000288770.249bjk7s

ID: 24778872

Label: non_person

COCO_train2014_000000089520.249bdq49

ID: 24792035

Label: non_person

COCO_train2014_000000413678.249bp26d

ID: 24770778

Label: non_person

COCO_train2014_000000158195.249cdtbj

ID: 24750152

Label: person

COCO_train2014_000000005355.249ba7np

ID: 24797431

Label: non_person

COCO_train2014_000000320770.249cju47

ID: 24740273

Label: person

COCO_train2014_000000282590.249ch9om

ID: 24742630

Label: person

COCO_train2014_000000337663.249ckan2

ID: 24739135

Label: 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	332,736
No. of clones	97