Skip to content
#

osr

Here are 11 public repositories matching this topic...

A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Perform efficient inferences (i.e., do not increase inference time) and detection without classification accuracy drop, hyperparameter tuning, or collecting additional data.

  • Updated Sep 22, 2022
  • Python

A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in your project! Perform efficient inferences (i.e., do not increase inference time) without repetitive model training, hyperparameter tuning, or collecting additional data.

  • Updated Sep 22, 2022
  • Python

This repository contains the code used to create the results presented in the paper: "From Coarse to Fine-Grained Open-Set Recognition". We investigate the role of label granularity, semantic similarity, and hierarchical representations in open-set recognition (OSR) with an OSR-benchmark based on iNat2021.

  • Updated Aug 2, 2024
  • Python

Improve this page

Add a description, image, and links to the osr topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the osr topic, visit your repo's landing page and select "manage topics."

Learn more