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_000000385283.28nev8qr

ID: 34135497

Label: person

COCO_val2014_000000291380.28nemh8n

ID: 34135621

Label: person

COCO_train2014_000000520000.28neffo2

ID: 34135714

Label: person

COCO_train2014_000000114222.28nect3g

ID: 34135755

Label: person

COCO_train2014_000000238238.28nfpq9q

ID: 34135168

Label: non_person

COCO_val2014_000000385194.28neb10g

ID: 34135779

Label: person

COCO_val2014_000000002525.28netak0

ID: 34135521

Label: person

COCO_val2014_000000109937.28nennd5

ID: 34135606

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	196,477
No. of clones	932