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_000000519165.28ngbskv

ID: 34134910

Label: non_person

COCO_train2014_000000021169.28neaqir

ID: 34135783

Label: person

COCO_train2014_000000274474.28nfdo5b

ID: 34135330

Label: non_person

COCO_train2014_000000563155.28ngb7el

ID: 34134919

Label: non_person

COCO_val2014_000000475725.28nek9pm

ID: 34135647

Label: person

COCO_train2014_000000539493.28nes7cs

ID: 34135534

Label: person

COCO_train2014_000000362157.28negdd1

ID: 34135700

Label: person

COCO_val2014_000000034877.28nefj7c

ID: 34135711

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	182,632
No. of clones	867