anomaly-segmentation topic

List anomaly-segmentation repositories

EfficientAD

274
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72
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Unofficial implementation of EfficientAD https://arxiv.org/abs/2303.14535

RPL

142
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14
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[ICCV'23] Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation

UPD_study

22
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6
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This repository contains code from our comparative study on state of the art unsupervised pathology detection and segmentation methods.

DFC

18
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2
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Unsupervised Anomaly Detection and Segmentation via Deep Feature Correspondence

brain-anomaly-seg

20
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3
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Transformer-based Models for Unsupervised Anomaly Segmentation in Brain MR Images

GMMSeg

154
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14
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[NeurIPS 2022 Spotlight] GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models

UCAD

45
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1
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[AAAI-2024] Offical code for <Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt>.