Tensorflow Implementation of Deep SVDD

This repository provides a Tensorflow implementation of the Deep SVDD method presented in ICML 2018 paper ”Deep One-Class Classification”.

The author's implementation of Deep-SVDD in PyTorch is at https://github.com/lukasruff/Deep-SVDD-PyTorch.

Citation and Contact

You find a PDF of the Deep One-Class Classification ICML 2018 paper at http://proceedings.mlr.press/v80/ruff18a.html.

This code is written in Python 3.5 and tested with Tensorflow 1.12.

Install using pip or clone this repository.

pip install deep-svdd

and

from dsvdd import DeepSVDD

git clone https://github.com/nuclearboy95/Deep-SVDD-Tensorflow.git

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
dsvdd		dsvdd
results		results
.gitignore		.gitignore
MANIFEST.in		MANIFEST.in
README.md		README.md
ckpts		ckpts
main.py		main.py
main_cifar.py		main_cifar.py
requirements.txt		requirements.txt
setup.py		setup.py