Imbalanced learning tool for imbalanced recognition and segmentation

BiomedParse: A Foundation Model for Joint Segmentation, Detection, and Recognition of Biomedical Objects Across Nine Modalities

Training-Free OOD Medical Tumor Segmentation via Anatomical Reasoning and Statistical Rejection

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

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

A Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.

Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!

Medical Imaging Benchmarks for Out-Of-Distribution Detection

Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey [Miyai+, TMLR2025]

Benchmarking Generalized Out-of-Distribution Detection

CVPR2022 (Oral) - Rethinking Semantic Segmentation: A Prototype View

DomainBed is a suite to test domain generalization algorithms

Python sample codes and textbook for robotics algorithms.

Awesome things about domain generalization, including papers, code, etc.

All about domain generalization

[AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation"

uniGradICON: A Foundation Model for Medical Image Registration (MICCAI 2024)

Code for [MICCAI 2023 (Early Accept)] Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation.

[IEEE TMI'24] UniAda: Domain Unifying and Adapting Network for Generalizable Medical Image Segmentation

A lightweight adapter bridges SAM with medical imaging [MedIA]

[npj Digital Medicine] The official repository for "Large-Vocabulary Segmentation for Medical Images with Text Prompts"

This code contains implementations of several Multiple View Geometry algorithms from Hartley and Zisserman.

Pure Python imaging library with Python 2.6, 2.7, 3.1+ support

🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics