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_000000429215.249bpctu

ID: 24769807

Label: non_person

COCO_train2014_000000317323.249bmj0j

ID: 24777071

Label: non_person

COCO_train2014_000000300704.249bm75o

ID: 24778127

Label: non_person

COCO_train2014_000000579312.249cr7bc

ID: 24724216

Label: person

COCO_train2014_000000374946.249bnri3

ID: 24773300

Label: non_person

COCO_train2014_000000452535.249bpsnb

ID: 24768327

Label: non_person

COCO_train2014_000000524286.249bskql

ID: 24763651

Label: non_person

COCO_train2014_000000386752.249clcoh

ID: 24736076

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	344,285
No. of clones	99