Harvard University / Person Detection Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Person Detection

Small subset of the Visual Wake Words dataset

Images

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (1,740 items)

View all

COCO_train2014_000000153202.28nesreg

ID: 34135528

Label: person

COCO_train2014_000000502805.28nejl47

ID: 34135656

Label: person

COCO_train2014_000000386648.28nfk3ud

ID: 34135246

Label: non_person

COCO_train2014_000000141659.28nfqemt

ID: 34135157

Label: non_person

COCO_train2014_000000383407.28ngih3u

ID: 34134811

Label: non_person

COCO_val2014_000000561979.28nf9j3j

ID: 34135392

Label: non_person

COCO_val2014_000000427311.28nfi5jl

ID: 34135277

Label: non_person

COCO_train2014_000000517702.28nf0sst

ID: 34135473

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

Clone project

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	154,648
No. of clones	775