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Lonecat's Image, I2I, and Aspect Ratio Prep Module

Updated: Jul 27, 2026

toollonecatimage assist

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Lonecat's Image Assist Module.json

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Type
Workflows
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327

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Published

Jul 19, 2026

Base Model
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AutoV231C24C463B
Image Assist Module.png

Part of the Lonecat's Drop In Modules Collection.

Please use and share in your workflows. I designed these for the community 🙏

Designed to plug into any workflow


Instagram: https://www.instagram.com/synth.studio.models/

Buy me a☕ https://ko-fi.com/lonecatone

This represents many hours of work that I give away for free. If you enjoy it, Please make sure to 👍like and post to my workflows. That is how you support me!!! Also, feel free to ⚡tip 😉


This is a latent and Image prep module 🖼️

What this does:

  • Use Original Image Resolution option:

    • -This does some nifty math. It takes whetever you enter in the aspect node (in the main ⚙️ user settings area), and then matches the workflow to the aspect ratio of the image you loaded instead.

    • 💡example: You have the aspect ratio set to Instagram portrait 1080x1350 (4:5) and put at 9:16 aspect ratio image in there . The shorter size will be 1080 👌

    • The sheer amount of time it save when doing Controlnet or I2I is insane.

  • I2I is built in. It will create a latent according to the cropped resolution

Plugging this into a workflow:

  • This works with any model and anyone's workflow.

  • This replaces the standard empty latent as well as width and height options. Use the GetNodes and plug them in accordingly

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