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_000000197605.28neede7

ID: 34135731

Label: person

COCO_train2014_000000525933.28nebnjp

ID: 34135769

Label: person

COCO_train2014_000000131101.28nf0dv0

ID: 34135483

Label: person

COCO_train2014_000000409375.28netpd0

ID: 34135516

Label: person

COCO_train2014_000000256151.28nfqre6

ID: 34135153

Label: non_person

COCO_train2014_000000411654.28ngatu1

ID: 34134922

Label: non_person

COCO_train2014_000000415340.28nfv4pj

ID: 34135090

Label: non_person

COCO_train2014_000000354608.28nfa4d3

ID: 34135385

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

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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	207,501
No. of clones	947