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README.md
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 | - ... |
40 | 38 | ||
41 | 39 | ||
42 | 40 | ||
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 | ` |
51 |