Harvard University / Person Detection Public

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Person Detection

Small subset of the Visual Wake Words dataset

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About this project

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Data (1,740 items)

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COCO_val2014_000000544451.28nfquvr

ID: 34135151

Label: non_person

COCO_train2014_000000404981.28ngct5v

ID: 34134896

Label: non_person

COCO_train2014_000000535856.28nfj0c1

ID: 34135269

Label: non_person

COCO_val2014_000000499252.28ne9s74

ID: 34135793

Label: person

COCO_train2014_000000054966.28ngdnba

ID: 34134886

Label: non_person

COCO_train2014_000000263302.28ngktr8

ID: 34134778

Label: non_person

COCO_train2014_000000370783.28ng92an

ID: 34134949

Label: non_person

COCO_val2014_000000255827.28ng21i2

ID: 34135047

Label: non_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	188,580
No. of clones	901