open-set-recognition 开源项目推荐（132 个）

OpenGVLab /InternVideo

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

gary23ai /awesome_OpenSetRecognition_list

A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition

Jingkang50 /OpenOOD

Benchmarking Generalized Out-of-Distribution Detection

huytransformer /Awesome-Out-Of-Distribution-Detection

Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc

Jingkang50 /OODSurvey

The Official Repository for "Generalized OOD Detection: A Survey"

kkirchheim /pytorch-ood

👽 Out-of-Distribution Detection with PyTorch

gary23ai /ARPL

[TPAMI 2022] Adversarial Reciprocal Points Learning for Open Set Recognition

ma-xu /Open-Set-Recognition

Open Set Recognition

shuolucs /Awesome-Out-Of-Distribution-Detection

[ACM CSUR 2025] Out-of-Distribution Detection: A Task-Oriented Survey of Recent Advances

thuiar /OKD-Reading-List

Papers for Open Knowledge Discovery

MCG-NJU /AWT

[NeurIPS 2024] AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation

LAMDA-CL /CVPR21-Proser

Learning Placeholders for Open-Set Recognition (CVPR'21 Oral)

dlmacedo /entropic-out-of-distribution-detection

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.

NazirNayal8 /RbA

Official code for RbA: Segmenting Unknown Regions Rejected by All (ICCV 2023)

XinshaoAmosWang /Ranked-List-Loss-for-DML

CVPR 2019: Ranked List Loss for Deep Metric Learning, with extension for TPAMI submission

MrtnMndt /OpenVAE_ContinualLearning

我们论文的开源代码：通过生成重放和开放集合识别实现统一概率深度持续学习

taslimisina /osr-ood-ad-methods

This is the official repository for the paper "A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges".

mala-lab /AHL

Official implementation of CVPR'24 paper 'Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection'.

skrisliu /MDL4OW

S. Liu、Q. Shi 和 L. Zhang，《利用多任务深度学习进行带有未知类别的少数高光谱图像分类》，载于 IEEE 地球科学与遥感汇刊，doi： 10.1109/TGRS.2020.3018879。

Cogito2012 /OpenTAL

[CVPR 2022 Oral] Towards Open Set Temporal Action Localization