mvtec-ad topic

List mvtec-ad repositories

fcdd

217
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59
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Repository for the Explainable Deep One-Class Classification paper

cflow-ad

223
Stars
56
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Official PyTorch code for WACV 2022 paper "CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows"

pytorch-cutpaste

222
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53
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unoffical and work in progress PyTorch implementation of CutPaste

ind_knn_ad

142
Stars
46
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Industrial knn-based anomaly detection for images. Visit streamlit link to check out the demo.

gaussian-ad-mvtec

96
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17
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Code underlying our publication "Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection" at ICPR2020

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

Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders

cbigan-ad

38
Stars
4
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Code to reproduce 'Combining GANs and AutoEncoders for efficient anomaly detection'

PaDiM

23
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2
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:dolphin: Re-implementation of PaDiM and code for the article "Weakly Supervised Detection of Marine Animals in High Resolution Aerial Images"

SemiOrthogonal

23
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4
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:toothbrush: Unofficial re-implementation of Semi-orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation