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Image style transform program by using PyQt and Pycharm

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Name		Name	Last commit message	Last commit date
Latest commit History 16 Commits
.idea		.idea
images		images
resources		resources
src		src
style-transfer		style-transfer
style		style
.gitignore		.gitignore
MainWindow.ui		MainWindow.ui
README.md		README.md
main.py		main.py
mkpyqt.py		mkpyqt.py
style.py		style.py
style_transform.py		style_transform.py
ui_MainWindow.py		ui_MainWindow.py

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prisma-project

目标：运用深度学习方法对普通照片进行处理，模仿出著名艺术家画作的风格
开发平台：：Linux操作系统、QT Creator和PyCharm
需要模块：PyQt4，TensorFlow
要求：处理效果好、实时、可选风格多样

实现方法

风格迁移

Style + Content = styled content
针对每个可选风格，训练出相应的CNN模型
训练好的模型可将输入内容图像的风格变成选定的风格

系统结构

生成网络：ResNet
损失网络：VGGNet

程序演示

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Image style transform program by using PyQt and Pycharm

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