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_000000570741.249cr17k

ID: 24724790

Label: person

COCO_train2014_000000240967.249bif8q

ID: 24781987

Label: non_person

COCO_train2014_000000399594.249bodcj

ID: 24771705

Label: non_person

COCO_train2014_000000402235.249boq23

ID: 24771530

Label: non_person

COCO_train2014_000000460408.249bq28q

ID: 24767808

Label: non_person

COCO_train2014_000000179319.249cebcl

ID: 24748850

Label: person

COCO_train2014_000000401085.249cn9s8

ID: 24735183

Label: person

COCO_train2014_000000391492.249bo7ms

ID: 24772227

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	381,526
No. of clones	103