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_000000232453.28ng5csh

ID: 34135002

Label: non_person

COCO_val2014_000000565929.28ng05fh

ID: 34135073

Label: non_person

COCO_train2014_000000386474.28nelotb

ID: 34135631

Label: person

COCO_train2014_000000429635.28ndkqvt

ID: 34136086

Label: person

COCO_train2014_000000502064.28negnrb

ID: 34135699

Label: person

COCO_val2014_000000500663.28ngdr0l

ID: 34134884

Label: non_person

COCO_val2014_000000442214.28ne516a

ID: 34135863

Label: person

COCO_train2014_000000300908.28neoo8f

ID: 34135590

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	174,129
No. of clones	840