In the VEDLIoT project, the smart mirror underwent a substantial reduction in power consumption through the strategic integration of state-of-the-art ASIC ML accelerators. These accelerators employ advanced machine learning algorithms efficiently, contributing to a significant decrease in the energy requirements of the smart mirror. Two neural networks widely used in this scenario are based on the YOLOv7 architecture. In an effort to improve energy efficiency, evaluations were performed with the EmbeDL toolchain for pruning the object recognition DNN (using the COCO dataset) and the gesture recognition DNN (using a self-created dataset) to further increase the efficiency of the system.
Add to favorites:
Share:
Listing Description
Addressing target audiences and expressing needs
- Fellowship to advance my/our research
Our vision is to bring about a smarter, more cost-effective, and user-friendly experience for everyone. We have essential need for advancements in both ML models and accelerators. Striving for breakthroughs in ML models will enhance the intelligence and capabilities of our systems, while improvements in accelerators will contribute to more efficient and faster processing. Our goal is to create affordable solutions that break down barriers and turn technology into a tool that enriches the lives of people from all walks of life.
- Research and Technology Organisations
- Academia/ Universities
R&D, Technology and Innovation aspects
Continued progress in manufacturing processes, sourcing strategies, or innovative approaches to component integration. The aim is to ensure that the smart mirror not only boasts cutting-edge features but also comes at a price point that allows a wider range of users to experience and benefit from this advanced technology.
This is an early state for a product, but all hardware used for the Smart Mirror is COTS available or can be manufactured by the parties involved in the use case.
Offer Details
Specifications and Deliverables:
Value Proposition:
The unique value of the smart mirror lies in its seamless integration of cutting-edge technologies such as object, gesture, and face recognition. It not only serves as a demonstration of the integration of specialized hardware like RECS into daily routines but also acts as a pioneering platform for showcasing embedded machine learning applications.
Input Required from Customer:
Fields of Application:
Patent/Publication Number
Main Patent Claims:
Patent Family:
Video
Documents
No documents available.
Location and Map
Sorry, no records were found. Please adjust your search criteria and try again.
Sorry, unable to load the Maps API.
Adress:
Goteborg
Västra Götaland County
412 63
Sweden
Contact the listings owner
Connect with the Listing Owner!
💬 Please log in now to send a direct message to the listing owner. Not a member yet? Sign up for free and start connecting today!
Related Funding and Finance Opportunities
Unlock Exclusive Funding Opportunities!
🔑 Get instant access to tailored funding opportunities that perfectly match your needs. This powerful feature is exclusively available to our professional members—helping you save time, stay ahead of the competition, and secure the right funding faster.
Upgrade to Professional now and never miss an important opportunity again! Already a member? Log in here to explore your matches.
Related Offers
Unlock Related Offers!
🚀 Gain access to related technology solutions that match your specific needs and interests—carefully selected to support your innovation goals. These offers are exclusively available to our professional members, helping you identify relevant technologies faster and start the right conversations with potential partners.
Upgrade to Professional now and never miss an important opportunity again! Already a member? Log in here to explore your matches.
Related Knowledgeable Resources
Discover More with Professional: Related Knowledge Resources
🔒 You’re missing out on expert-curated knowledge specifically matched to this topic. As a professional member, you gain exclusive access to in-depth articles, guides, and insights that help you make smarter decisions, faster.
Whether you’re preparing a funding proposal, researching a new market, or just need reliable information—our professional knowledge matches save you hours of research and point you directly to what matters.
Upgrade to Professional now and instantly unlock relevant knowledge tailored to your needs! Already a member? Log in here to view your personalized content.
Viewers
See Who’s Interested in Your Offers!
🎯 Curious about who’s viewing your listings? Unlock insights into your last 20 visitors and discover potential leads instantly! This exclusive feature is only available to our professional members—helping you track engagement, connect with the right audience, and maximize your opportunities.
Upgrade to Professional now to gain access! Already a member? Log in here.

