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_train2014_000000239668.28ngnsr7

ID: 34134740

Label: non_person

COCO_val2014_000000301910.28nefnms

ID: 34135715

Label: person

COCO_train2014_000000232250.28nds0dh

ID: 34135993

Label: person

COCO_val2014_000000325347.28ndnia6

ID: 34136046

Label: person

COCO_train2014_000000518392.28ne596h

ID: 34135857

Label: person

COCO_val2014_000000068155.28neat1t

ID: 34135780

Label: person

COCO_val2014_000000152823.28ng9k1v

ID: 34134941

Label: non_person

COCO_train2014_000000256366.28nek7sa

ID: 34135648

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

Run this model

On any device

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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	157,090
No. of clones	789