18 citations · 35 across the 10 of their papers we have counts for
3 papers · 1 filter
Toward an Agricultural Operational Design Domain: A Framework
Mirco Felske, Jannik Redenius, Georg Happich +1
The agricultural sector increasingly relies on autonomous systems that operate in complex and variable environments. Unlike on-road applications, agricultural automation integrates…
Development of Hybrid Artificial Intelligence Training on Real and Synthetic Data: Benchmark on Two Mixed Training Strategies
Paul Wachter, Lukas Niehaus, Julius Schöning
Synthetic data has emerged as a cost-effective alternative to real data for training artificial neural networks (ANN). However, the disparity between synthetic and real data result…
Agricultural Industry Initiatives on Autonomy: How collaborative initiatives of VDMA and AEF can facilitate complexity in domain crossing harmonization needs
Georg Happich, Alexander Grever, Julius Schöning
The agricultural industry is undergoing a significant transformation with the increasing adoption of autonomous technologies. Addressing complex challenges related to safety and se…