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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 | -` |