JAX & W-JAX
Die Konferenzen für Java, Architektur- und Software-Innovation

Open Ecosystem of integrated AI workflows for microscopy using Data-Driven Model Development

Session
Until the conference starts:
✓ Save up to 270€
✓ Group discount
✓ 5-Day Special
Register now
Bis Konferenzbeginn:
✓ Bis zu 270 € sparen
✓ Kollegenrabatt
✓ 5-Tages-Special
Jetzt anmelden
Thank you for attending
✓ See you in 2023
Danke für Ihre Teilnahme
✓ Wir sehen uns in 2023
Infos
Dienstag, 8. November 2022
12:00 - 13:00

Modern microscopes can easily produce huge amounts of fascinating image data. Users and their applications are widely spread over various industries and academic research areas, which all have their specific requirements and demands. The talk will give an overview about the ongoing endeavor at Zeiss to develop an open ecosystem for integrated machine-learning workflows, which focusses on the idea of "data-centric" model development, open interfaces, scalable deployment and reproduceable science.

During this journey we created several internal and public python packages, a standardized model format and other tools, which will be showcased. Another aspect are the challenges and learnings that arise from the need to align requirements from industry and academia while keeping our software platform flexible and maintainable, especially when it comes to using Deep Learning methods for image and data processing. Our mission here is to put the scientist or normal user back into the driver seat when it comes to deep learning by creating tools that allow for "data-centric" model development.

Take me to the full program of Zum vollständigen Programm von W-JAX W-JAX .

This Session belongs to the Diese Session gehört zum Programm vom W-JAXW-JAX program. Take me to the program of . Hier geht es zum Programm von JAX JAX .

This Session Diese Session belongs to the gehört zum Programm von W-JAXW-JAX program. Take me to the current program of . Hier geht es zum aktuellen Programm von W-JAX W-JAX or oder JAX JAX .
Alle News der Java-Welt:
Alle News der Java-Welt:

Behind the Tracks

Agile & Culture
Teamwork & Methoden

Data Access & Machine Learning
Speicherung, Processing & mehr

Clouds, Kubernets & Serverless
Alles rund um Cloud

Core Java & JVM Languages
Ausblicke & Best Practices

DevOps & Continuous Delivery
Deployment, Docker & mehr

Microservices
Strukturen & Frameworks

Web Development & JavaScript
JS & Webtechnologien

Performance & Security
Sichere Webanwendungen

Serverside Java
Spring, JDK & mehr

Digital Transformation & Innovation
Technologien & Vorgehensweisen

Software-Architektur
Best Practices

Domain-driven Design
Grundlagen und Ausblick

Spring Ecosystem
Wissen in Spring-Technologien

Web-APIs
API-Technologie, Design und Management