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_000000551717.28ne4h40

ID: 34135870

Label: person

COCO_train2014_000000321635.28ndvmj1

ID: 34135939

Label: person

COCO_train2014_000000548390.28neuqnp

ID: 34135503

Label: person

COCO_train2014_000000346274.28ndrkj5

ID: 34135999

Label: person

COCO_val2014_000000369322.28nf2n08

ID: 34135442

Label: person

COCO_val2014_000000291380.28nemh8n

ID: 34135621

Label: person

COCO_val2014_000000012101.28nfjksg

ID: 34135253

Label: non_person

COCO_val2014_000000574216.28ndngcb

ID: 34136048

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

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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	202,496
No. of clones	940