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_000000409375.28netpd0

ID: 34135516

Label: person

COCO_train2014_000000022536.28neh1i9

ID: 34135696

Label: person

COCO_train2014_000000304519.28ndp8mt

ID: 34136023

Label: person

COCO_train2014_000000065938.28nek4ka

ID: 34135646

Label: person

COCO_train2014_000000324977.28ngmfbs

ID: 34134756

Label: non_person

COCO_val2014_000000294541.28nduvj4

ID: 34135947

Label: person

COCO_train2014_000000185906.28ne7k72

ID: 34135824

Label: person

COCO_train2014_000000098760.28nfupg6

ID: 34135094

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	210,482
No. of clones	968