Jenny Speelman / Visual Wake Words - TinyMLPerf Public

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Visual Wake Words - TinyMLPerf

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Data (109,604 items)

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COCO_train2014_000000302103.249cjhcl

ID: 24741404

Label: person

COCO_train2014_000000370537.249bnodn

ID: 24773600

Label: non_person

COCO_train2014_000000564237.249cqsp9

ID: 24725192

Label: person

COCO_train2014_000000097201.249bdvkh

ID: 24791527

Label: non_person

COCO_train2014_000000422336.249cnokp

ID: 24733846

Label: person

COCO_train2014_000000015016.249bc5e5

ID: 24796800

Label: non_person

COCO_train2014_000000376712.249bnsjf

ID: 24773199

Label: non_person

COCO_train2014_000000469914.249coos7

ID: 24730923

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

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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	402,264
No. of clones	111