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KI - Künstliche Intelligenz

Zauberzeug Learning Loop

A no-code AI Platform

  • 25-02-2024
  • AI Transfer
Published in:
Authors
Philipp Glahe
Rodja Trappe
Published in
KI - Künstliche Intelligenz | Issue 2-4/2023

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Abstract

The Zauberzeug Learning Loop is a web-based, no-code AI platform that simplifies the creation and optimization of AI models. It is particularly useful in agriculture, where data collection is expensive and time-consuming. The platform uses active learning to reduce the need for large datasets and transfer learning to enhance model performance. The platform guides users through a streamlined Kanban process, making it accessible even for those without extensive AI expertise. It also incorporates AI-assisted image sorting and collaborative multi-user editing, ensuring high-quality data and efficient model training. The platform has been successfully used in real-world applications, such as robot-assisted weed control in sugar beet farming, demonstrating its practical value and effectiveness.
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previous article Grassland Yield Estimation Using Transfer Learning from Remote Sensing Data
next article How to design a value-based Chatbot for the manufacturing industry: An empirical study of an internal assistance for employees
Title
Zauberzeug Learning Loop
A no-code AI Platform
Authors
Philipp Glahe
Rodja Trappe
Publication date
25-02-2024
Publisher
Springer Berlin Heidelberg
Published in
KI - Künstliche Intelligenz / Issue 2-4/2023
Print ISSN: 0933-1875
Electronic ISSN: 1610-1987
DOI
https://doi.org/10.1007/s13218-023-00816-7
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