27 repository-uri
Frameworks and implementations for identifying unknown classes in machine learning models.
Explore 27 awesome GitHub repositories matching part of an awesome list · Open Set Recognition. Refine with filters or upvote what's useful.
Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
Framework for long-tailed recognition in open-world environments.
Generative adversarial network approach for open-set recognition.
Sparse representation-based approach for open-set recognition.
Foundational deep network architecture for open-set recognition.
Temporal action localization framework for open-set video analysis.
Hybrid anomaly detection for dense open-set recognition tasks.
Probability models and inclusion-based multi-class open-set classification.
Extreme value theory implementation for open-set classification.
Transfer learning methods for multiple class novelty detection.
Tools for addressing open-set challenges in object detection.
Simulator for generating challenging open-set recognition scenarios.
Semi-supervised object detection framework for open-set scenarios.
Deep open classification implementation for text documents.
Spatial divide-and-conquer approach for open-set object counting.
Framework for handling classes introduced after initial training.