#Synavis
Introducing Synavis, a framework that generates synthetic data for training deep learning models using #UnrealEngine
doi.org/10.1093/insi... #PlantScience #DeepLearning #CPlantBox
October 7, 2025 at 4:29 PM
💻🌿 A new framework that supports direct and scalable coupling of realistic #FSPM visualization with #UnrealEngine

#Synavis #FSPM #CPlantBox

doi.org/10.1093/insi... from Dirk Helmrich, Felix Bauer, Mona Giraud, Andrea Schnepf, Jens Henrik Göbbert, Hanno Scharr, Ebba Hvannberg and Morris Riedel
January 3, 2024 at 4:41 PM
💻🌿Synthetic data for training image processing artificial intelligence
#FSPM #CPlantBox @unrealengine.bsky.social

botany.one/2024/04/harn... from @botany.one
Harnessing the Power of Synthetic Data for Deep Learning Image Analysis
The Synavis framework provides a solution to overcome data scarcity for training deep learning biological image analysis models.
botany.one
April 12, 2024 at 6:40 PM
Synavis is back 👉 link.springer.com/chapter/10.1...

Our conference paper is now online! HPC use-cases for plant science, and a case for having exclusive-use visualization nodes for larger-scale use-cases that involve rendering. Especially in times of AI factories and Tensor chips.
Adapting Agricultural Virtual Environments in Game Engines to Improve HPC Accessibility
E-infrastructures deliver basic supercomputing and storage capabilities but can benefit from innovative higher-level services that enable use-cases in critical domains, such as environmental and agric...
link.springer.com
April 1, 2025 at 5:23 AM
Goodbye 2025… This was the first full year I spent in Leipzig and I am excited to see what 2026 brings me! I am in the fortunate position that there are a lot of opportunities for me to engage with the community, both scientific and general public. Also expect a Synavis update soon 👀
December 31, 2025 at 2:56 PM
Would it not be nice to have the choice of backends when combining a virtual scene with AI?
April 3, 2026 at 3:01 PM
Coding is seldomly the part that gets you published. However, it is important for the longevity of a software - even if not explicitly defined as software "product" in the classical sense. I am migrating the Unreal Engine part of Synavis to a more modular standard: www.dirkbaker.eu#20251005-mig...
Dirk Baker
Dirk Baker - Research & Software Engineer - Personal Website
www.dirkbaker.eu
October 8, 2025 at 4:03 PM
A video overview of the #Synavis pipeline to create synthetic datasets from #FSPM

read the article: https://buff.ly/3NmsClu
https://buff.ly/47iHFE8
December 5, 2024 at 1:02 AM
💻🌿Synthetic data for training image processing artificial intelligence

#FSPM #CPlantBox @UnrealEngine @DirkHelmrich @MorrisRiedel

https://botany.one/2024/04/harnessing-the-power-of-synthetic-data-for-deep-learning-image-analysis from @botanyone
Harnessing the Power of Synthetic Data for Deep Learning ...
The Synavis framework provides a solution to overcome dat...
botany.one
December 4, 2024 at 10:41 PM
A video overview of the Synavis pipeline to create synthetic datasets from #FSPM

read the article: buff.ly/3NmsClu
buff.ly/47iHFE8
January 2, 2024 at 3:09 PM