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_000000435922.28nfusm4

ID: 34135091

Label: non_person

COCO_val2014_000000035795.28nehhi4

ID: 34135687

Label: person

COCO_train2014_000000448177.28ngibem

ID: 34134817

Label: non_person

COCO_train2014_000000557399.28ngnvv9

ID: 34134736

Label: non_person

COCO_val2014_000000177468.28ng61iv

ID: 34134989

Label: non_person

COCO_val2014_000000335861.28ng0i1h

ID: 34135068

Label: non_person

COCO_train2014_000000127980.28nge4v6

ID: 34134882

Label: non_person

COCO_val2014_000000059815.28nf2i6l

ID: 34135445

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	174,124
No. of clones	840