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_000000092165.249bdrvm

ID: 24791866

Label: non_person

COCO_train2014_000000138961.249cdgai

ID: 24751338

Label: person

COCO_train2014_000000484881.249bqjng

ID: 24766184

Label: non_person

COCO_train2014_000000301558.249cjh07

ID: 24741444

Label: person

COCO_train2014_000000525675.249cq3lt

ID: 24727524

Label: person

COCO_train2014_000000064310.249catsg

ID: 24755899

Label: person

COCO_train2014_000000493978.249bqq36

ID: 24765591

Label: non_person

COCO_train2014_000000191283.249bgui7

ID: 24785397

Label: non_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	428,186
No. of clones	119