Parcollet Titouan / Quaternion Convolutional Neural Networks

Authored by Parcollet Titouan 2018-01-30 00:20:29 +0100

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README.md

File was created	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	`
	51