Jenny Speelman / Visual Wake Words - TinyMLPerf 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.

Visual Wake Words - TinyMLPerf

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 (109,604 items)

View all

COCO_train2014_000000122469.249cd56r

ID: 24752354

Label: person

COCO_train2014_000000171053.249ce5pa

ID: 24749363

Label: person

COCO_train2014_000000093866.249bdt6e

ID: 24791752

Label: non_person

COCO_train2014_000000296283.249bjqbg

ID: 24778393

Label: non_person

COCO_train2014_000000385863.249clc80

ID: 24736127

Label: person

COCO_train2014_000000033898.249bcik5

ID: 24795588

Label: non_person

COCO_train2014_000000404545.249borov

ID: 24771368

Label: non_person

COCO_train2014_000000070794.249bdcm4

ID: 24793261

Label: non_person

Model accuracy (Unoptimized (float32))

Validation set

81.4%

Test set

73.9%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

2168 ms.

Peak RAM usage

106.0K

Flash usage

301.4K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

109,604 items

Labels

non_person, person

Project info

Project ID	29439
Project version	1
License	BSD 3-Clause Clear
No. of views	407,937
No. of clones	114