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UIE-DL

基于深度学习的水下图像增强系统,采用UWCNN和WaterNet网络,结合python的streamlit搭建的水下图像增强系统

系统界面如下:

系统界面

效果对比:

效果对比

To Use:

  1. 安装所需依赖库(testing at python==3.6.13 tensorflow==1.4.0 opencv-python==3.4.1.15):

    pip install -r requirements.txt

  2. 下载模型:

    UWCNN模型已包含在存储库中,WaterNet模型可在dropbox百度网盘进行下载,并解压放置于WaterNet文件夹中

  3. 运行:

    streamlit run app.py

相关参考:

界面设计web界面参考 网络模型UWCNN 网络模型WaterNet

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