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_000000055627.28ng2gq5

ID: 34135041

Label: non_person

COCO_train2014_000000565040.28nf4oh2

ID: 34135416

Label: person

COCO_val2014_000000514118.28nga9h9

ID: 34134932

Label: non_person

COCO_train2014_000000004319.28ng7mke

ID: 34134968

Label: non_person

COCO_train2014_000000347505.28ng3u92

ID: 34135024

Label: non_person

COCO_train2014_000000212715.28neemr5

ID: 34135726

Label: person

COCO_train2014_000000388235.28nfclmm

ID: 34135351

Label: non_person

COCO_val2014_000000387990.28ng2ts0

ID: 34135035

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	139,302
No. of clones	717