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_000000021169.28neaqir

ID: 34135783

Label: person

COCO_train2014_000000489199.28ndv68i

ID: 34135945

Label: person

COCO_train2014_000000461647.28negm04

ID: 34135703

Label: person

COCO_train2014_000000464725.28nemcja

ID: 34135625

Label: person

COCO_train2014_000000449066.28nfaojh

ID: 34135372

Label: non_person

COCO_train2014_000000081284.28ndt515

ID: 34135975

Label: person

COCO_train2014_000000131101.28nf0dv0

ID: 34135483

Label: person

COCO_train2014_000000416248.28nemno0

ID: 34135618

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

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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	185,737
No. of clones	882