02/24/20

Case study - How to Build an Embedded AI application

To be able to process the sensor data in real time, the machine learning model needs to run locally on the chip close to the sensor itself - usually called “the edge”. In this paper we will go through how an AI application can be created - from the initial data collection to the final embedded application. As an example we will demonstrate a joint project between Imagimob and the radar technology company Acconeer.

Imagimob and Acconeer teamed up in 2019. Both companies focus on providing powerful applications on hardware devices where low power consumption is key.

The goal for this project was to create an embedded application that could classify five different hand gestures in real time using radar data. With its small size the radar could be put inside a pair of earphones and the gestures would work as virtual buttons to steer the functionality that is usually programmed into physical buttons. The end product for the project was decided to be a robust live demo at CES 2020 in Las Vegas.

By reading this white paper, you will get a better understanding on how to prepare, plan and execute projects to develop embedded AI applications. You will also get an insight in how Imagimob AI can speed up the development process and improve the quality of the applications.

Please fill in the form below and we will send you the white paper.

LATEST ARTICLES
arrow_forward
Date 07/05/24

Imagimob Studio - Animated video

Watch this animated video for a brief introduction to Imagimob and Edge AI! Interested in learning m...

Date 01/26/23

Event Calendar 2023

We will be presenting or exhibiting at numerous events in the coming period. Stay tuned for more eve...

Date 09/10/21

Event Calendar 2021-2022

Date 06/01/21

tinyML Summit 2021

Date 01/09/21

CES 2021 - All Digital (US)

Date 10/01/20

Edge Computing World in Santa Clara, CA, USA

Date 05/03/20

Video Recording from webinar "Gesture control usin...

Date 02/24/20

Case study - How to Build an Embedded AI applicati...

Date 10/24/19

Imagimob AI - the video

Date 10/10/19

Edge AI for techies, updated December 11, 2019

Date 01/30/18

Imagimob and Autoliv demo at CES 2018

LOAD MORE keyboard_arrow_down