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_val2014_000000409523.28ne75sg

ID: 34135830

Label: person

COCO_val2014_000000313093.28ne2tpg

ID: 34135894

Label: person

COCO_train2014_000000231047.28ne85eq

ID: 34135816

Label: person

COCO_train2014_000000121142.28ne57jo

ID: 34135856

Label: person

COCO_train2014_000000260696.28neo6cu

ID: 34135599

Label: person

COCO_train2014_000000019905.28neiapk

ID: 34135679

Label: person

COCO_val2014_000000333167.28neqcje

ID: 34135561

Label: person

COCO_train2014_000000364158.28nfle4b

ID: 34135222

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	164,659
No. of clones	805