8 citations · 14 across the 4 of their papers we have counts for
3 papers · 1 filter
ReLEAP: Upcycling Vision Datasets through Cross-Task Unification and Semi-Supervised Annotation
Julia Simon, Daniel Steininger, Andreas Trondl
Developing robust vision models requires large amounts of annotated data, especially for tasks involving fine-grained class distinctions under variable environmental conditions. Ev…
RootDown: Deploying and Benchmarking Models for Beet-Root Detection on Edge Devices
Gerardus Croonen, Andreas Trondl, Julia Simon +1
Quality inspection of sugar beets after harvest and storage is critical to preserve sugar content and ensure optimal processing efficiency. The transfer of harvested beets to field…
ReLeaf: Benchmarking Leaf Segmentation across Domains and Species
Robert Martinko, Daniel Steininger, Julia Simon +2
Rising global food demand and growing climate pressure increase the need for sustainable, precise agricultural practices. Automated, individualized plant treatment relies on fine-g…