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【开源自荐】 DigitalFilm:使用神经网络模拟胶片 #2903

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SongZihui-sudo opened this issue Feb 16, 2025 · 0 comments
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SongZihui-sudo commented Feb 16, 2025

DigitalFilm: 数字胶片

  • 项目标题:DigitalFilm: 数字胶片
  • 开源地址:https://github.com/SongZihui-sudo/digitalFilm
  • PPT:https://incandescent-salmiakki-063eb6.netlify.app/
  • 主要的功能:对一些胶片进行模拟,目前支持:Kodak gold 200, Fuji color 200, Rollei infrared 400 .
  • 项目描述:
    现在,数码照片与胶片照片可以视为两种不同的照片风格,因此将数码照片转换为胶片照片可以看作是一个图像风格转换任务。然而,构建一个包含大量数码与胶片一对一配对的图像数据集成本高昂且难以获取。因此,模型采用基于 CycleGAN 的架构,利用未配对数据进行训练,以解决这一问题。
  • 类别:机器学习
  • 在线Demo:Demo

一些样片

Image

Rollei infrared 400

Image

Kodak gold 200

Image

Fuji color 200

@SongZihui-sudo SongZihui-sudo changed the title 【开源自荐】 DigitlFilm:使用神经网络模拟胶片 【开源自荐】 DigitalFilm:使用神经网络模拟胶片 Feb 16, 2025
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