A label-propagation pipeline combining a segment proposer with Hopfield networks on multi-model embeddings can automatically annotate 60% of household object data for up to 50 classes using only limited initial labels.
Chimpvlm: Ethogram-enhanced chimpanzee behaviour recognition
2 Pith papers cite this work. Polarity classification is still indexing.
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SiLVi is a new open-source video annotation tool that combines individual localization with behavioral and interaction labeling to support computer vision model training for animal behavior studies.
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Efficient Image Annotation via Semi-Supervised Object Segmentation with Label Propagation
A label-propagation pipeline combining a segment proposer with Hopfield networks on multi-model embeddings can automatically annotate 60% of household object data for up to 50 classes using only limited initial labels.
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SiLVi: Simple Interface for Labeling Video Interactions
SiLVi is a new open-source video annotation tool that combines individual localization with behavioral and interaction labeling to support computer vision model training for animal behavior studies.