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_000000231222.28nfck3e

ID: 34135347

Label: non_person

COCO_train2014_000000280257.28ngp25h

ID: 34134720

Label: non_person

COCO_train2014_000000577176.28ng96l1

ID: 34134946

Label: non_person

COCO_train2014_000000367071.28ngopqg

ID: 34134724

Label: non_person

COCO_val2014_000000023895.28nevjmq

ID: 34135491

Label: person

COCO_val2014_000000527573.28nerkeq

ID: 34135546

Label: person

COCO_val2014_000000301595.28nfhp8g

ID: 34135279

Label: non_person

COCO_train2014_000000429819.28nfd246

ID: 34135340

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	158,116
No. of clones	791