EdgeAI Project

Edge AI Technologies for Optimised Performance Embedded Processing. Funded by the @HorizonEU.

[EdgeAI Project @EdgeAI_]

📍EdgeAI Final Review Meeting | Reims, France | 1-2 July 2026

During the meeting, partners will present the achievements of the project through WP and VC presentations, live demos of the developed solutions and a site visit.

Stay tuned for more!

[EdgeAI Project @EdgeAI_]

🤔What if a defective bearing’s vibration could power the sensor that detects it?

VCD4.3 combines energy harvesting, edge AI and passive RFID for battery-free freight wagon monitoring, enabling smarter maintenance with minimal infrastructure.

🔗https://t.co/KzFNGB3ENt

[EdgeAI Project @EdgeAI_]

Our recent paper investigates how Action-Oriented Programming (#AcOP) & Automatic Agent Generation (#AAG) can support adaptive data collection and automation in decentralized environments, using semiconductor manufacturing as a case study.

📄Learn more: https://t.co/c3Ozpyov00

[EdgeAI Project @EdgeAI_]

🎥 Real-time video AI without massive compute?

Researchers at TU/e have developed VidEoMT, a video segmentation model that tracks and identifies objects at up to 160 FPS, over 10× faster than previous SotA methods without sacrificing accuracy.

🔗 https://t.co/aFnXM783DH

[EdgeAI Project @EdgeAI_]

🚆What if freight wagons could run AI with no batteries and no wired power?

EdgeAI’s VCD4.3 combines neuromorphic AI, passive RFID and vibration energy harvesting to detect bearing faults autonomously, enabling predictive maintenance at fleet scale.

🔗https://t.co/ajVW4UNAcC

[EdgeAI Project @EdgeAI_]

Ever wondered how many bins a histogram should have? Our new blog explores how Bayesian statistics and information theory can turn histogram design into a structured mathematical framework, balancing detail, uncertainty and overfitting.
Learn more: https://t.co/iknHTpKqDq

[EdgeAI Project @EdgeAI_]

📢#EdgeAI 12th #Newsletter is now out ❗️❗️

📌 Find out our most recent achievements and insights from events!

Check it out here 👉 https://t.co/oSuf250Vgv

[EdgeAI Project @EdgeAI_]

From laboratories to industry, the future of AI is being built at the edge.

Through #EdgeAI, research is being transformed into practical solutions with real-world impact across industries.

Because innovation should not stop at the lab.

Read more here: https://t.co/UHcjTYvhZ6

[EdgeAI Project @EdgeAI_]

#EdgeAI's VCD4.2 uses AI-powered roadside infrastructure to improve real-time traffic awareness, air quality forecasting and system reliability while ITML delivers optimized AI pipelines, FL and intelligent monitoring for urban mobility.

🔗https://t.co/4qMzd4eS2M

[EdgeAI Project @EdgeAI_]

Building trust in Edge AI on the shop floor involves much more than just perfecting algorithms. As part of the Chips JU EdgeAI project, several key insights regarding human-centric industrial AI have been shared by #XTE.

Read them here: https://t.co/Klmb1mzTP0

[EdgeAI Project @EdgeAI_]

Are you building LLM-based robotic systems under strict memory constraints? Our paper explores the challenges of upgrading models in resource-constrained environments.

Read more about our findings on balancing performance, memory & prompting strategies👉https://t.co/WZm47xWOim

[EdgeAI Project @EdgeAI_]

AI’s potential is clear but value comes from turning it into reliable, real-world applications.

At #TECHNO, this means combining Vision, GenAI, Forecasting & Control with engineering to build solutions that are transparent, controllable & dependable👉https://t.co/tLKM78jfjP

[EdgeAI Project @EdgeAI_]

The Chips JU EdgeAI Project GA Meeting successfully concluded on April 24th!

Over these two productive days, partners came together to review progress and align on the final steps toward project completion.

A big thank you to @LaStatale for having us there!🤝

Stay tuned!

[EdgeAI Project @EdgeAI_]

Excited to announce that the EdgeAI General Assembly Meeting will take place on 23-24 April in Milan.

Project partners will come together to review the progress and align on the final steps toward the successful completion of the project in June 2026.

Stay tuned for more!

[EdgeAI Project @EdgeAI_]

🏢✨ Smarter buildings start with smarter sensing ✨🏢

Our latest blog explores how Edge AI and wireless signals can detect human presence, without cameras or wearables.

Discover more 👉 https://t.co/EiH2jF83mZ

[EdgeAI Project @EdgeAI_]

As IoT networks grow, so do the risks of DDoS attacks, but centralizing data for detection isn’t always an option.

Our latest publication introduces FELACS, a federated learning approach with adaptive client selection

🔗 Learn more here: https://t.co/8VueE7WfPr

[EdgeAI Project @EdgeAI_]

🚀 Touch sensing is getting a neuromorphic upgrade👌

Our latest blog explores how optical interferometry combined with spiking neural networks enables ultra-compact, low-power gesture recognition at the edge.

🌐 Learn more here: https://t.co/Ob1HhkM1LC

[EdgeAI Project @EdgeAI_]

🚗📽️ Can we track traffic flow without reading a single license plate?

Our new blog breaks down a modular Edge AI pipeline that uses appearance-based re-identification (ReID) to identify vehicles via visual "fingerprints".

👉 Read more here: https://t.co/OARgvEvqN2

[EdgeAI Project @EdgeAI_]

📚 Our new Book, "Architecting a Framework for Edge AI Functional and Non-Functional Requirements" is now available online!

Check it out here👉 https://t.co/Y9G0v3b7uv

Stay tuned for more!

#EdgeAI #BookLaunch #Reqs

[EdgeAI Project @EdgeAI_]

🍇 How can we make grape detection & disease monitoring faster, more efficient, and field-ready?

Our latest blog presents an edge AI solution that combines the #NeuroCorgicircuit & #STM32MP2platform to enable real-time inference at the edge.

Learn more: https://t.co/EsU8Qr0HnR