GuansongPang/ADRepository-Anomaly-detection-datasets

ADRepository: Real-world anomaly detection datasets, including tabular data (categorical and numerical data), time series data, graph data, image data, and video data.

Size: 40.1 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 267 - Forks: 43

plutoyuxie/AutoEncoder-SSIM-for-unsupervised-anomaly-detection-

Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders

Language: Python - Size: 325 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 121 - Forks: 26

plutoyuxie/Reconstruction-by-inpainting-for-visual-anomaly-detection

This is an unofficial implementation of Reconstruction by inpainting for visual anomaly detection (RIAD).

Language: Jupyter Notebook - Size: 771 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 83 - Forks: 17

FinnBehrendt/patched-Diffusion-Models-UAD

Codebase for Patched Diffusion Models for Unsupervised Anomaly Detection .

Language: Python - Size: 38.6 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 37 - Forks: 9

oracle-samples/automlx

This repository contains demo notebooks (sample code) for the AutoMLx (automated machine learning and explainability) package from Oracle Labs.

Size: 14.6 MB - Last synced at: 2 days ago - Pushed at: 4 months ago - Stars: 28 - Forks: 5

xiahaifeng1995/FAVAE-anomaly-detection-localization-master

This is an unofficial implementation of ' Anomaly localization by modeling perceptual features'

Language: Python - Size: 914 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 19 - Forks: 3

FinnBehrendt/Unsupervised-Anomaly-Detection-in-Brain-MRI

A Collection of Data sets and Approaches to UAD in Brain MRI.

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FinnBehrendt/Conditioned-Diffusion-Models-UAD

Codebase for Conditioned Diffusion Models for Unsupervised Anomaly Detection

Language: Python - Size: 38.1 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 14 - Forks: 5

AlexanderFrotscher/ANDi

Codebase for Unsupervised Anomaly Detection using Aggregated Normative Diffusion (ANDi)

Language: Python - Size: 157 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 6 - Forks: 0

YuanchenBei/RAND

The source code of RAND, ICDM 2023.

Language: Python - Size: 14.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

mmrahman-utexas/Unsupervised_Anomaly_Detection_Using_Convolutional_Autoencoder_Pytorch

Language: Jupyter Notebook - Size: 21.8 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0

EnsiyeTahaei/DeepAnT-Time-Series-Anomaly-Detection

An implementation of the DeepAnT model, a deep learning approach for unsupervised anomaly detection in time series data, using Python.

Language: Python - Size: 820 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 1

GNOEYHEAT/PatchCore_transistor

반도체 소자 이상 탐지 AI 경진대회, DACON (2024.02.05 ~ 2024.03.04)

Language: Python - Size: 652 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

TapasKumarDutta1/anomaly-detection

Unsupervised Anomaly Detection Utilizing a Teacher-Student Model Enhanced by Generative Adversarial Networks.

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johnantonn/cash-for-unsupervised-ad

Systematic Evaluation of CASH Search Strategies for Unsupervised Anomaly Detection

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bharathsudharsan/Air-Quality-IoT-Analytics

Repo and code of the UbiComp-ISWC 2021 paper: 'Air Quality Sensor Network Data Acquisition, Cleaning, Visualization, and Analytics: A Real-world IoT Use Case'

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BheeshmSharma/NoPrompt-UAD-MIDL2025

NoPrompt-UAD: An Approach for Prompt-less Unsupervised Anomaly Detection in Brain MRI Scans

Language: Python - Size: 27.4 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

andreluizbvs/AttentDifferNet

Repo for AttentDifferNet website

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PrasunDatta/IEEE-Signal-Processing-Cup-2020_Unsupervied-Abnormality-Detection

In this research work, unsupervised abnormality has been detected by using intelligent and heterogeneous autonomous systems.

Language: Python - Size: 6.41 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0