Embedded AI: Creating More Efficient Deep Learning Models
Learn how to use AI models efficiently on embedded systems and small devices
Date and time
Location
Online
Agenda
3:00 PM - 3:10 PM
Welcome
3:10 PM - 3:30 PM
Introduction to Embedded AI
3:30 PM - 4:00 PM
Pruning of Deep Learning Models
4:00 PM - 4:10 PM
Break
4:10 PM - 5:00 PM
Quantization of Deep Learning Models
5:00 PM - 5:10 PM
Break
5:10 PM - 6:00 PM
Hands-on Session
About this event
- Event lasts 3 hours
Embedded AI has many applications in healthcare, the automotive industry, and smart homes. One issue is finding suitable embedded hardware for a particular application. This workshop offers fundamentals of embeddded AI and gets you started applying models on small hardware devices!
What to Expect:
- Introduction to embedded AI and its applications 🚀
- Learn about Decision-Making Factors like accuracy, cost, memory, programming efforts, and power consumption 🔍
- Try out different models in hands-on sessions using Colab 🛠️
🗣️ Speaker: Mohammad Ali Zamani – Senior Machine Learning Applied Scientist & Research Associate at HITeC, University of Hamburg
🇬🇧 Language: This workshop will be held in English.
❗Disclaimer: This workshop is offered by HITeC e.V. within the EDIH Hamburg initiative.
EDIH Hamburg part of the European Digital Innovation Hub (EDIH) program aimed at equipping small and medium-sized enterprises (SMEs), mid-caps as well public sector administrations (PSO) in the Hamburg metropolitan area for tomorrow’s challenges. Requirements for critical infrastructure are changing as we speak, and new solutions must be evaluated and implemented – ranging from general digitalization topics, matters of cybersecurity, artificial intelligence, distributed infrastructure, or high-performance computing.
Frequently asked questions
The workshop is aimed at employees in small and medium-sized companies with up to 300 employees as well as administrative staff from the Hamburg metropolitan region. Other interested parties are also welcome.
This workshop is designed for users who have practical experience with neural networks (especially MLP and CNN) and supervised learning and are now interested in deploying them in an embedded system.
The European Digital Innovation Hub Hamburg is an excellence initiative to strengthen the competitiveness of SMEs, mid caps & public administration in the Hamburg metropolitan region and is part of a Europe-wide program initiated and co-financed by the European Union.