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