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README.md
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until the next Diffusers pypi release, please install Diffusers from source and use [this PR](xxxxxx) to be able to use.
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TODO: change when new version.
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## Checkpoint
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The training of union controlnet requires a significant amount of computational power.
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The current release is only an alpha version checkpoint that has not been fully trained.
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The beta version is in the training process.
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We have conducted ablation studies that have demonstrated the validity of the code.
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The open-source release of the alpha version is solely to facilitate the rapid growth of the open-source community and the Flux ecosystem;
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it is common to encounter bad cases (please accept my apologies).
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It is worth noting that we have found that even a fully trained Union model may not perform as well as specialized models, such as pose control.
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However, as training progresses, the performance of the Union model will continue to approach that of specialized models.
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| Control Mode | Description |
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|:------------:|:-----------:|
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|0|canny|
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|5|gray|
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|6|lq|
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<img src="./images/image_demo_canny.jpg" width = "800" />
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<img src="./images/image_demo_tile.jpg" width = "800" />
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<img src="./images/image_demo_depth.jpg" width = "800" />
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<img src="./images/image_demo_blur.jpg" width = "800" />
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<img src="./images/image_demo_pose.jpg" width = "800" />
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<img src="./images/image_demo_gray.jpg" width = "800" />
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<img src="./images/image_demo_lq.jpg" width = "800" />
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# Demo
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until the next Diffusers pypi release, please install Diffusers from source and use [this PR](xxxxxx) to be able to use.
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TODO: change when new version.
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## Control Mode
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| Control Mode | Description |
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|:------------:|:-----------:|
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|0|canny|
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|5|gray|
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|6|lq|
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### canny
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<img src="./images/image_demo_canny.jpg" width = "800" />
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### tile
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<img src="./images/image_demo_tile.jpg" width = "800" />
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### depth
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<img src="./images/image_demo_depth.jpg" width = "800" />
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### blur
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<img src="./images/image_demo_blur.jpg" width = "800" />
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### pose
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<img src="./images/image_demo_pose.jpg" width = "800" />
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### gray
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<img src="./images/image_demo_gray.jpg" width = "800" />
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### low quality
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<img src="./images/image_demo_lq.jpg" width = "800" />
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## Checkpoint
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The training of union controlnet requires a significant amount of computational power.
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+
The current release is only an alpha version checkpoint that has not been fully trained.
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+
The beta version is in the training process.
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+
We have conducted ablation studies that have demonstrated the validity of the code.
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+
The open-source release of the alpha version is solely to facilitate the rapid growth of the open-source community and the Flux ecosystem;
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+
it is common to encounter bad cases (please accept my apologies).
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+
It is worth noting that we have found that even a fully trained Union model may not perform as well as specialized models, such as pose control.
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+
However, as training progresses, the performance of the Union model will continue to approach that of specialized models.
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+
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# Demo
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