Embedded AI
The workshop is co-financed by the EU and is aimed at SMEs, mid-caps and public administration organizations in the Hamburg region
Date and time
Location
Digital Hub Logistics Hamburg
Am Sandtorkai 32 20457 Hamburg GermanyAgenda
Welcome
Embedded Applications - Measuring Memory and Computation of Models
Break
Pruning of Deep Learning Models
Break
Hands-on Session
About this event
- 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. Many factors should be considered when designing an embedded system, such as accuracy, cost, memory, programming efforts, and power consumption. Depending on the application, one may have different priorities. This workshop first introduces applications and decision-making factors. We also demonstrate how embedded hardware can be programmed. Different neural networks and applications will be presented in this workshop.
This workshop comprises two dates:
Part 1: 22.05.2024 - 15:00 -18:00
Part 2: 29.05.2024 - 15:00 - 18:00
Location: Workshop-room „Elbe“ (4. Boden) at the Digital Logistics Hub Hamburg.
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.
The workshop is exclusively offered to employees of companies with up to 3000 employees and staff in public sector organisationsin the Hamburg region.
Frequently asked questions
The workshop is aimed at employees in small and medium-sized companies with up to 3,000 employees as well as employees of the public sector from the Hamburg metropolitan region.
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.
A laptop and a Google account (using Google Colab) are required to take part in the hands-on sessions
Yes
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 challenges related to innovation and digitalisation.