Date 02/22/21

Customer Case Study: Increasing car safety through audio classification

A compelling use-case for Edge AI is the ability to perform real time classification of audio on low-power devices. By enabling processing of audio data on an edge device, latency, power-usage and cost can be reduced while maintaining a strong protection of end-users’ privacy. Even better, this functionality can be used to increase car and road safety.

Slovakia-based Inovasense have, during the course of a three month project, evaluated Imagimob AI as a platform for building audio classification applications targeting the automotive industry. Inovasense is an embedded hardware and software design house, specializing in the development of ultra low power devices with built-in hardware security.

Within the project, Inovasense engineers built, trained and evaluated several advanced AI models using Imagimob AI. Inovasense were quickly able to import their pre-existing datasets into the platform, visualize the data to find flaws in it, and then use Imagimob AI to evaluate new methods of data processing.

Regarding the data visualization module of the platform, Timotej, a senior software engineer at Inovasense says: “I really love this! The visualization capabilities of Imagimob AI were above my expectations.”

Once the data was in good shape the focus shifted to model-building and -training. In this part of the project several advanced AI models were built and evaluated inside Imagimob AI with good results. Asking Timotej about this part of the service he says: “I really like this, now I have much more information on what is going on with my models than I had before”.

In the next project phase Inovasense will use Imagimob AI to package the most promising AI models for testing on final hardware. Vladimir Vician, CEO at Inovasense says: “We are now up-to-speed using Imagimob AI and can use it to run Edge AI-projects for our customers. We are also considering using it in our own product development.”

LATEST ARTICLES
arrow_forward
Date 10/19/21

Deploying Edge Models - Acconeer example

Trying to put an AI model in a real-world scenario can be da...

Date 10/11/21

Imagimob AI used for condition monitoring of elect...

Condition monotoring is a hot topic. Imagimob presented at a...

Date 09/21/21

Tips and Tricks for Better Edge AI models

Date 09/07/21

Don’t build your embedded ML/AI pipeline from scra...

Date 06/18/21

Imagimob AI integration with IAR Embedded Workbenc...

Date 06/17/21

Video recording of webinar "Gesture control using ...

Date 05/10/21

Webinar - Imagimob to present at Arm AI Virtual Te...

Date 04/23/21

Gesture Visualization in Imagimob Studio

Date 04/01/21

New team members

Date 03/15/21

Imagimob featured in Dagens Industri

Date 03/09/21

Imagimob AI 2.6

Date 02/22/21

Customer Case Study: Increasing car safety through...

Date 01/22/21

tinyML Summit 2021

Date 01/19/21

The Future is Touchless: Radical Gesture Control P...

Date 12/18/20

Veoneer, Imagimob and Pionate in joint research pr...

Date 11/20/20

Edge computing needs Edge AI

Date 11/12/20

Imagimob video from tinyML Talks

Date 10/28/20

Agritech: Monitoring cattle with IoT and Edge AI

Date 10/19/20

Arm Community Blog: Imagimob - The fastest way fro...

Date 10/01/20

Edge Computing World in Santa Clara, CA, USA

Date 09/21/20

Imagimob video from Redeye AI seminar

Date 09/02/20

Edge AI Summit 2020 (US)

Date 08/20/20

Edge AI & Industrial Edge (Germany)

Date 06/07/20

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

Date 05/20/20

Redeye - Artificial Intelligence Seminar 2020

Date 05/07/20

Webinar - Gesture control using radar and Edge AI

Date 04/08/20

Nordic Semiconductors

Date 03/11/20

CES 2020 - Las Vegas

Date 02/23/20

How to build an embedded AI application

Date 12/23/19

Hannover Messe

Date 12/11/19

Edge AI for techies, updated December 11, 2019

Date 12/11/19

Edge AI for techies, updated December 11, 2019

Date 12/05/19

Article in Dagens Industri: This is how Stockholm-...

Date 10/24/19

Imagimob AI - the video

Date 10/17/19

The past, present and future of edge machine learn...

Date 09/06/19

The New Path to Better Edge AI Applications

Date 07/01/19

Edge Computing in Modern Agriculture

Date 06/14/19

The Guide to Successful AI Projects - A Real World...

Date 04/07/19

Our Top 3 Highlights from Hannover Messe 2019

Date 03/26/19

The Way You Collect Data Can Make or Break Your Ne...

Date 04/04/18

The AI Project Process - How to succeed including ...

Date 03/23/18

AI Research and AI Safety

Date 03/11/18

What is Edge AI / tinyML ?

Date 01/30/18

Wearing Intelligence On Your Sleeve

Date 01/30/18

Imagimob and Autoliv demo at CES 2018

Date 11/23/17

Wearing Intelligence On Your Sleeve - Part 2 (vide...

Date 05/24/17

Wearing Intelligence On Your Sleeve - Part 1

LOAD MORE keyboard_arrow_down