Harvard University / Person Detection Public

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Person Detection

Small subset of the Visual Wake Words dataset

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Data (1,740 items)

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COCO_val2014_000000023033.28nf8tug

ID: 34135402

Label: non_person

COCO_train2014_000000205069.28ne88h7

ID: 34135811

Label: person

COCO_train2014_000000378198.28ne2l0g

ID: 34135898

Label: person

COCO_val2014_000000566634.28nefp79

ID: 34135706

Label: person

COCO_train2014_000000054124.28nf0ucv

ID: 34135472

Label: person

COCO_train2014_000000028007.28ngordt

ID: 34134725

Label: non_person

COCO_val2014_000000553330.28nedecm

ID: 34135749

Label: person

COCO_val2014_000000052691.28nf4kdv

ID: 34135415

Label: person

Model accuracy (Unoptimized (float32))

Validation set

82.5%

Test set

72.1%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

2168 ms.

Peak RAM usage

106.9K

Flash usage

305.3K

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Dataset summary

Data collected

1,740 items

Labels

non_person, person

Project info

Project ID	37001
Project version	2
License	No license attached
No. of views	193,952
No. of clones	916