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unofficial implementation of PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization

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tf_padim

unofficial implementation of PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization
paper link : https://arxiv.org/pdf/2011.08785v1.pdf

Requirements

Tensorflow - 2.5.0
scikit-image - 0.17.2
image-classifiers - 1.0.0b1
opencv - 4.5.3.56

Usage

python train.py
--base_path mvtec_anomaly_detection_folder
--folder_path bottle
--model resnet18
--dim 100
--image_size 256 256 3
--center_size 256 256 3

References

https://github.com/xiahaifeng1995/PaDiM-Anomaly-Detection-Localization-master
https://github.com/remmarp/PaDiM-TF

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unofficial implementation of PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization

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