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_000000532014.249cq7on

ID: 24727150

Label: person

COCO_train2014_000000249882.249cgkk1

ID: 24744613

Label: person

COCO_train2014_000000318251.249bmjls

ID: 24777004

Label: non_person

COCO_train2014_000000285686.249bji0p

ID: 24779083

Label: non_person

COCO_train2014_000000104884.249bf0ul

ID: 24790999

Label: non_person

COCO_train2014_000000573001.249btocs

ID: 24760511

Label: non_person

COCO_train2014_000000223072.249cg31l

ID: 24746225

Label: person

COCO_train2014_000000157621.249bg751

ID: 24787544

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	321,845
No. of clones	96