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_000000269927.249ch1hh

ID: 24743404

Label: person

COCO_train2014_000000330028.249bms2h

ID: 24776238

Label: non_person

COCO_train2014_000000297929.249chk7h

ID: 24741651

Label: person

COCO_train2014_000000259240.249cgqlf

ID: 24744040

Label: person

COCO_train2014_000000181084.249cecj6

ID: 24748739

Label: person

COCO_train2014_000000200489.249bhi9j

ID: 24784694

Label: non_person

COCO_train2014_000000537258.249cqb6e

ID: 24726827

Label: person

COCO_train2014_000000505864.249cpmvf

ID: 24728701

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

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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	333,159
No. of clones	99