https://github.com/justusschock/deep_alignment_network_pytorch

PyTorch Implementation of the Deep Alignment Network
https://github.com/justusschock/deep_alignment_network_pytorch

deep-alignment-network delira face-alignment facial-landmarks landmark-detection pytorch pytorch-cnn

Last synced: 26 days ago
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PyTorch Implementation of the Deep Alignment Network

• Host: GitHub
• URL: https://github.com/justusschock/deep_alignment_network_pytorch
• Owner: justusschock
• License: bsd-2-clause
• Created: 2019-03-05T16:56:12.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-04-26T13:44:20.000Z (over 5 years ago)
• Last Synced: 2024-10-03T12:34:35.057Z (about 2 months ago)
• Topics: deep-alignment-network, delira, face-alignment, facial-landmarks, landmark-detection, pytorch, pytorch-cnn
• Language: Python
• Homepage: https://justusschock.github.io/deep_alignment_network_pytorch/
• Size: 5.79 MB
• Stars: 38
• Watchers: 3
• Forks: 8
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Deep Alignment Network PyTorch

[![Build Status](https://travis-ci.com/justusschock/deep_alignment_network_pytorch.svg?branch=master)](https://travis-ci.com/justusschock/deep_alignment_network_pytorch) [![codecov](https://codecov.io/gh/justusschock/deep_alignment_network_pytorch/branch/master/graph/badge.svg)](https://codecov.io/gh/justusschock/deep_alignment_network_pytorch)

This repository contains a [`delira`](https://github.com/justusschock/delira)-compatible implementation of the Deep Alignment Network.

The original implementation can be found [here](https://github.com/MarekKowalski/DeepAlignmentNetwork) and the paper is available on [arXiv](https://arxiv.org/abs/1706.01789)

An example using the HELEN dataset can be found in the [notebooks](notebooks/helen_example.ipynb) folder.

## Installation

This repository can be installed from pip via:

```

pip install deep-alignment-pytorch

```

or from source via

```

pip install git+https://github.com/justusschock/deep_alignment_network_pytorch

```

An installation from pip will be possible soon, once the complete repository setup is completed.

## Poster (taken from original implementation)