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_000000146272.28nep0h9

ID: 34135584

Label: person

COCO_train2014_000000469556.28nfskdd

ID: 34135129

Label: non_person

COCO_train2014_000000239668.28ngnsr7

ID: 34134740

Label: non_person

COCO_train2014_000000398177.28ng53m8

ID: 34135008

Label: non_person

COCO_train2014_000000305215.28nggroq

ID: 34134838

Label: non_person

COCO_train2014_000000296424.28nf2a67

ID: 34135449

Label: person

COCO_val2014_000000303607.28ndl49b

ID: 34136080

Label: person

COCO_val2014_000000449909.28nev0h1

ID: 34135501

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	170,141
No. of clones	824