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_000000578964.28nfm39t

ID: 34135216

Label: non_person

COCO_train2014_000000402973.28nfb0rv

ID: 34135368

Label: non_person

COCO_train2014_000000315269.28ndiuhi

ID: 34136113

Label: person

COCO_train2014_000000141659.28nfqemt

ID: 34135157

Label: non_person

COCO_val2014_000000565438.28neu10c

ID: 34135513

Label: person

COCO_val2014_000000420357.28neh03f

ID: 34135694

Label: person

COCO_val2014_000000389123.28ne5mg5

ID: 34135849

Label: person

COCO_train2014_000000047105.28ngc2ia

ID: 34134906

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

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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	191,495
No. of clones	909