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_000000237017.249cgc57

ID: 24745408

Label: person

COCO_train2014_000000478576.249bqf0s

ID: 24766623

Label: non_person

COCO_train2014_000000194643.249cel6q

ID: 24747942

Label: person

COCO_train2014_000000555446.249btbod

ID: 24761667

Label: non_person

COCO_train2014_000000321007.249bmlhb

ID: 24776828

Label: non_person

COCO_train2014_000000426343.249cnr9d

ID: 24733613

Label: person

COCO_train2014_000000244885.249bii12

ID: 24781739

Label: non_person

COCO_train2014_000000266071.249cgv62

ID: 24743618

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	411,239
No. of clones	116