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megadescriptor

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JessPress0 / Animal-ID-Vision-Transformer

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Wildlife Re-ID with MegaDescriptor & Triplet Loss Deep learning pipeline for animal re-identification using MegaDescriptor-T-224 and triplet loss. Handles open-set recognition where test animals may be unseen. Features comprehensive evaluation on WildlifeReID-10k dataset with BAKS/BAUS metrics. PyTorch implementation with transformer backbone.

computer-vision deep-learning pytorch metric-learning triplet-loss wildlife-reidentification megadescriptor animal-conservation
  • Updated Oct 9, 2025
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