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_000000187169.28ngjhi2

ID: 34134794

Label: non_person

COCO_train2014_000000081116.28nfe3b0

ID: 34135325

Label: non_person

COCO_train2014_000000054294.28nf1r9r

ID: 34135455

Label: person

COCO_train2014_000000081284.28ndt515

ID: 34135975

Label: person

COCO_val2014_000000153040.28nfg9pb

ID: 34135295

Label: non_person

COCO_val2014_000000282841.28nfejsp

ID: 34135317

Label: non_person

COCO_val2014_000000015148.28nf36t1

ID: 34135433

Label: person

COCO_train2014_000000042614.28nfhr18

ID: 34135280

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

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	185,740
No. of clones	882