Harvard University / Person Detection Public

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Person Detection

Small subset of the Visual Wake Words dataset

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About this project

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Data (1,740 items)

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COCO_train2014_000000317728.28neu6ar

ID: 34135512

Label: person

COCO_val2014_000000373356.28ndtmfs

ID: 34135966

Label: person

COCO_train2014_000000284783.28neom8e

ID: 34135589

Label: person

COCO_train2014_000000485300.28nfu2jp

ID: 34135106

Label: non_person

COCO_train2014_000000151741.28ng1v99

ID: 34135049

Label: non_person

COCO_val2014_000000477792.28ngp777

ID: 34134717

Label: non_person

COCO_train2014_000000430521.28ndtgn0

ID: 34135967

Label: person

COCO_train2014_000000087739.28ndo1in

ID: 34136037

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

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	147,881
No. of clones	737