no code implementations • 28 Jul 2023 • Dimitri Korsch, Paul Bodesheim, Gunnar Brehm, Joachim Denzler
We used this dataset to develop and evaluate a two-stage pipeline for insect detection and moth species classification in previous work.
no code implementations • 28 Jul 2023 • Dimitri Korsch, Paul Bodesheim, Joachim Denzler
Biodiversity monitoring is crucial for tracking and counteracting adverse trends in population fluctuations.
no code implementations • 27 Jul 2023 • Dimitri Korsch, Maha Shadaydeh, Joachim Denzler
It utilizes the concrete dropout (CD) to sample a set of attribution masks and updates the sampling parameters based on the output of the classification model.
1 code implementation • 4 Jul 2020 • Dimitri Korsch, Paul Bodesheim, Joachim Denzler
We assume that part-based methods suffer from a missing representation of local features, which is invariant to the order of parts and can handle a varying number of visible parts appropriately.
Ranked #10 on Fine-Grained Image Classification on NABirds
2 code implementations • 16 Sep 2019 • Dimitri Korsch, Paul Bodesheim, Joachim Denzler
Fine-grained visual categorization is a classification task for distinguishing categories with high intra-class and small inter-class variance.
Ranked #14 on Fine-Grained Image Classification on NABirds