191 citations · 551 across the 134 of their papers we have counts for
3 papers · 1 filter
Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data
Tobias Rohe, Barbara Böhm, Michael Kölle +3
Drones have revolutionized various domains, including agriculture. Recent advances in deep learning have propelled among other things object detection in computer vision. This stud…
VoronoiPatches: Evaluating A New Data Augmentation Method
Steffen Illium, Gretchen Griffin, Michael Kölle +3
Overfitting is a problem in Convolutional Neural Networks (CNN) that causes poor generalization of models on unseen data. To remediate this problem, many new and diverse data augme…
Difficulty Classification of Mountainbike Downhill Trails utilizing Deep Neural Networks
Stefan Langer, Robert Müller, Kyrill Schmid +1
The difficulty of mountainbike downhill trails is a subjective perception. However, sports-associations and mountainbike park operators attempt to group trails into different level…