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Diffusion图像生成或者医学图像的超分辨率有人在做吗? #404

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DsLipku opened this issue Nov 15, 2022 · 2 comments
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@DsLipku
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DsLipku commented Nov 15, 2022

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@ccssu
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ccssu commented Nov 16, 2022

请问你询问的这两个模型,具体的需求场景是什么呢?
现在已经有基于 OneFlow 的 Stable-Diffusion 实现:https://github.com/Oneflow-Inc/diffusers/wiki/How-to-Run-OneFlow-Stable-Diffusion

据我所知,还没有医学图像方面的超分。

你可以提供一些更具体的需求或者目的吗?

@DsLipku
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DsLipku commented Dec 1, 2022

既然有了Stable-Diffusion,那我就只说医学图像超分吧。
医学图像是3d图像,成像原理也与普通图像不同,所以普通图像的超分辨率模型不能简单直接地应用在医学图像上,而医学图像的超分辨率具有实用价值的意义。因此我们想做一个基于GAN的医学图像超分辨率的model,其中也会包含一些实用医学图像处理的代码,如医学图像的读取,fft降采样等。

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