Parcollet Titouan / Quaternion Convolutional Neural Networks

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  1 +Quaternion Convolutional Neural Network
  2 +=====================
  3 +
  4 +This repository contains code which reproduces experiments presented in
  5 +the paper [link coming](link coming).
  6 +
  7 +
  8 +Requirements
  9 +------------
  10 +
  11 +Install requirements for computer vision experiments with pip:
  12 +```
  13 +pip install numpy Theano keras
  14 +```
  15 +or for the tensorflow backend (recommended)
  16 +
  17 +```
  18 +pip install numpy tensorflow-gpu keras
  19 +```
  20 +
  21 +Depending on your Python installation you might want to use anaconda or other tools.
  22 +
  23 +Experiments
  24 +-----------
  25 +
  26 +### Computer vision
  27 +
  28 +1. Run models:
  29 +
  30 + ```
  31 + python QCAE.py
  32 + ```
  33 +
  34 + Parameters can be modified directly in QCAE.py, such as:
  35 +
  36 + - Number of epochs
  37 + - Batch Size
  38 + - Size of the Training dataset
  39 + - ...
  40 +
  41 +
  42 +
  43 +Citation
  44 +--------
  45 +
  46 +Please cite our work as
  47 +
  48 +```
  49 + Incoming link
  50 +`