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_000000007143.249ba8qt

ID: 24797332

Label: non_person

COCO_train2014_000000202762.249cflkm

ID: 24747472

Label: person

COCO_train2014_000000149358.249cdnif

ID: 24750691

Label: person

COCO_train2014_000000065971.249bd913

ID: 24793592

Label: non_person

COCO_train2014_000000530294.249cq6lq

ID: 24727249

Label: person

COCO_train2014_000000503687.249cplkq

ID: 24728823

Label: person

COCO_train2014_000000168874.249ce4eo

ID: 24749490

Label: person

COCO_train2014_000000334779.249bmvh7

ID: 24775911

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	313,009
No. of clones	94