Harvard University / Person Detection Public

Target: Cortex-M4F 80MHz Clone this project

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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_000000334136.28ng78qs

ID: 34134971

Label: non_person

COCO_train2014_000000236414.28nfir4k

ID: 34135268

Label: non_person

COCO_train2014_000000519165.28ngbskv

ID: 34134910

Label: non_person

COCO_train2014_000000238316.28ndk463

ID: 34136097

Label: person

COCO_train2014_000000460576.28ngdbmt

ID: 34134891

Label: non_person

COCO_train2014_000000319914.28nfro4n

ID: 34135140

Label: non_person

COCO_train2014_000000365768.28ned0j8

ID: 34135754

Label: person

COCO_train2014_000000211600.28ne2fd8

ID: 34135899

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	167,501
No. of clones	818