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Using Stable Diffision models for Colorization
Quote:I added the new Tab "Fix Colors" to the project HAVCServerDiT

[Image: attachment.php?aid=3660]

Using this tab it is possible to propagate the colors from the Reference Image (on the left) to the Target Image (in the middle). The resulting colorized image is shown on the right.

The best model to perform this color propagation is CMNET2 which is the model used for this colorization. In case the color propagation is not satisfactory, it is possible to use the button "Copy -> Fix Image" and the colorized image is provided as input to the Tab "Fix Image" where it will be possible to use Qwen-Image-Edit to apply additional color adjustments.

Dan

P.S.
Please update the code as described in the README

Hi, Dan

I wanted to share a suggestion regarding the new “Fix Image” feature — it’s really impressive and a strong step forward for improving color consistency.
One possible improvement could be adding support for selecting multiple target images at once when applying a reference image. At the moment, each image needs to be processed individually, which can be time-consuming in workflows involving sequences or multiple frames.

In many cases, scenes consist of several related images (for example 5–6 frames) that need to share the same color treatment. Allowing batch selection of target images and applying a single reference-based recolor operation to all of them would make the workflow significantly faster and more efficient.

Overall, great feature — this addition could make it even more powerful for maintaining consistency across image sets.
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RE: Using Stable Diffision models for Colorization - by didris - 30.06.2026, 10:00

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