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_val2014_000000574216.28ndngcb

ID: 34136048

Label: person

COCO_val2014_000000172952.28ndpmid

ID: 34136019

Label: person

COCO_train2014_000000059708.28ng7h9t

ID: 34134969

Label: non_person

COCO_val2014_000000578964.28nfm39t

ID: 34135216

Label: non_person

COCO_train2014_000000473156.28ngif91

ID: 34134813

Label: non_person

COCO_val2014_000000415646.28ng57rp

ID: 34135005

Label: non_person

COCO_train2014_000000381117.28ne4apo

ID: 34135872

Label: person

COCO_val2014_000000394841.28nfue9g

ID: 34135099

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

Run this model

Scan QR code or launch in browser

Launch in browser

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	194,008
No. of clones	916