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_000000057579.28neo1cb

ID: 34135603

Label: person

COCO_val2014_000000116261.28ne2d9h

ID: 34135900

Label: person

COCO_train2014_000000489199.28ndv68i

ID: 34135945

Label: person

COCO_train2014_000000146202.28ngi7v3

ID: 34134815

Label: non_person

COCO_train2014_000000436031.28netf4a

ID: 34135520

Label: person

COCO_train2014_000000082486.28nf1364

ID: 34135470

Label: person

COCO_val2014_000000491062.28nehrh5

ID: 34135683

Label: person

COCO_train2014_000000069458.28nesttq

ID: 34135527

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	144,593
No. of clones	728