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Source code for my master thesis "Anomaly detection with Convolutional Autoencoder"

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jneuhauser/anomaly-detecting-autoencoders

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datasets

datasets

 
 

models

models

 
 

utils

utils

 
 

.gitignore

.gitignore

 
 

CAE.ipynb

CAE.ipynb

 
 

CNAE.ipynb

CNAE.ipynb

 
 

CVAE.ipynb

CVAE.ipynb

 
 

Dataset_MVTec-AD.ipynb

Dataset_MVTec-AD.ipynb

 
 

Experiments.ipynb

Experiments.ipynb

 
 

GANomaly.ipynb

GANomaly.ipynb

 
 

Sagemaker.ipynb

Sagemaker.ipynb

 
 

Sagemaker_HPO_Analyze.ipynb

Sagemaker_HPO_Analyze.ipynb

 
 

train.py

train.py

 
 

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Source code for my master thesis "Anomaly detection with Convolutional Autoencoder"

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tensorflow cnn gan autoencoder anomaly-detection mvtec-ad
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