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_000000437783.249co244

ID: 24732982

Label: person

COCO_train2014_000000320186.249cjtm8

ID: 24740313

Label: person

COCO_train2014_000000426040.249bpajc

ID: 24770015

Label: non_person

COCO_train2014_000000580454.249bttav

ID: 24760044

Label: non_person

COCO_train2014_000000034975.249bcjb2

ID: 24795523

Label: non_person

COCO_train2014_000000137154.249bfol3

ID: 24788869

Label: non_person

COCO_train2014_000000515809.249bseik

ID: 24764225

Label: non_person

COCO_train2014_000000512458.249cpr0t

ID: 24728317

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	294,369
No. of clones	90