2 papers
cs.CV2025
Zero-Shot Wildlife Sorting Using Vision Transformers: Evaluating Clustering and Continuous Similarity Ordering
Hugo Markoff, Jevgenijs Galaktionovs
Camera traps generate millions of wildlife images, yet many datasets contain species that are absent from existing classifiers. This work evaluates zero-shot approaches for organiz…
cs.CV2025
Hierarchical Re-Classification: Combining Animal Classification Models with Vision Transformers
Hugo Markoff, Jevgenijs Galaktionovs
State-of-the-art animal classification models like SpeciesNet provide predictions across thousands of species but use conservative rollup strategies, resulting in many animals labe…