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_000000343863.28nghkn2

ID: 34134823

Label: non_person

COCO_val2014_000000442463.28nefqrj

ID: 34135710

Label: person

COCO_train2014_000000048441.28nfnnr8

ID: 34135193

Label: non_person

COCO_train2014_000000528748.28ng17sf

ID: 34135060

Label: non_person

COCO_train2014_000000097818.28nele8t

ID: 34135633

Label: person

COCO_val2014_000000304818.28ngmsd4

ID: 34134751

Label: non_person

COCO_val2014_000000523871.28nepvgs

ID: 34135566

Label: person

COCO_train2014_000000123166.28ne5hm9

ID: 34135853

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	161,746
No. of clones	795