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_000000314755.28nfsfdc

ID: 34135130

Label: non_person

COCO_train2014_000000259088.28ndo59a

ID: 34136039

Label: person

COCO_train2014_000000141400.28nfcn8h

ID: 34135346

Label: non_person

COCO_val2014_000000581253.28ng1ndb

ID: 34135053

Label: non_person

COCO_train2014_000000182997.28ned7o2

ID: 34135748

Label: person

COCO_train2014_000000042614.28nfhr18

ID: 34135280

Label: non_person

COCO_train2014_000000364680.28nel2mn

ID: 34135636

Label: person

COCO_train2014_000000069578.28ndsir6

ID: 34135984

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	179,495
No. of clones	855