padim-ad 0.0.1

Padim Anomaly Detection package

Introduction

This is an unofficial implementation of the paper: https://arxiv.org/abs/2011.08785 The aim of this project <is to provide a good entry point of retraining the algorithm on a different dataset with different needs.

Get Started

install all the requirements

pip install -r requirements.txt

How to use the GUI

this repository provides

Roadmap

• Add Variable Image Sizes to the Padim Anomaly Detector
• Forward the variable image size to the GUI
• Add status message for training and calibration part
• rework home frame
• create api to serve the anomaly detection results
• add storing anomaly detectors (serializing to disk)