CapsNet classifier for LFW

A CapsNet network implementing a facial recognition for a LFW and similar data sets.

Generic usage

Installation

The provided capsnet package can be easily installed via PIP:

pip install git+https://github.com/tumido/capsnet-face

The package provides binding to a Kaggle data set, if you desire use it as your data source please install kaggle package as well and setup accordingly.

Local setup

If you want to create a developer setup for this package, you can either use Conda or Pipenv to do so:

$ git clone https://github.com/tumido/capsnet-face
Cloning into 'capsnet-face'...
remote: Enumerating objects: 95, done.
remote: Counting objects: 100% (95/95), done.
remote: Compressing objects: 100% (67/67), done.
remote: Total 330 (delta 52), reused 69 (delta 28), pack-reused 235
Receiving objects: 100% (330/330), 2.02 MiB | 4.12 MiB/s, done.
Resolving deltas: 100% (200/200), done.
$ cd capsnet-face

Then sync via Pipenv:

$ pipenv sync --dev
Creating a virtualenv for this project…
...
⠏ Creating virtual environment...
...
Installing dependencies from Pipfile.lock (2dc3d7)…