Parcollet Titouan / Quaternion Convolutional Neural Networks

Authored by Parcollet Titouan 2018-01-30 00:19:52 +0100

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README

		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