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Advancing Wildlife Image Analysis: A Graph Attention Contrastive Learning Approach for Region-Specific Mammal Classification

2025-09-18

Abstract excerpt

1. Camera traps have become a cornerstone of wildlife ecological research, yet the manual analysis of the millions of images they generate requires substantial time and resources. Deep learning-based automation has emerged as a promising solution, existing global general-purpose models exhibit limitations in precisely recognizing local endemic species and adapting to unique local ecosystems. 2. This study develope...

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Literature Corpus work: e39c1b8b-189c-5b46-9bd7-29fd5f995d86
DOI: 10.1101/2025.09.17.676694

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