ShadowWolf -- Automatic Labelling, Evaluation and Model Training Optimised for Camera Trap Wildlife Images

arXiv — cs.CVTuesday, December 9, 2025 at 5:00:00 AM
  • ShadowWolf is an innovative AI tool designed to automate the labelling, evaluation, and training of models specifically for wildlife images captured by camera traps. This development addresses the increasing need for effective wildlife monitoring as human expansion encroaches on natural habitats, leading to heightened human-wildlife interactions and potential species extinction.
  • The introduction of ShadowWolf is significant as it streamlines the traditionally labor-intensive process of wildlife monitoring, enabling researchers and conservationists to efficiently analyze vast amounts of data. This could enhance the effectiveness of conservation efforts by providing timely insights into wildlife populations and behaviors.
  • The rise of AI in wildlife monitoring reflects a broader trend in technology's role in conservation, yet it also raises concerns about the potential disconnect between AI-generated representations and real animal behaviors. This duality highlights ongoing debates about the ethical implications of AI in wildlife conservation and the importance of maintaining a genuine connection between people and nature.
— via World Pulse Now AI Editorial System

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