Deep Visual-Genetic Biometrics for Taxonomic Classification of Rare Species

1 code implementation • 11 May 2023 • Tayfun Karaderi, Tilo Burghardt, Raphael Morard, Daniela Schmidt

We demonstrate for the first time that such alignment can be achieved via deep embedding models and that the approach is directly applicable to boosting long-tailed recognition (LTR) particularly for rare species.

Visual Microfossil Identification via Deep Metric Learning

1 code implementation • 17 Dec 2021 • Tayfun Karaderi, Tilo Burghardt, Allison Y. Hsiang, Jacob Ramaer, Daniela N. Schmidt

We show that metric learning outperforms all published CNN-based state-of-the-art benchmarks in this domain.

Metric Learning