/cog-sdxl-panoramic-inpaint

Attempt at cog wrapper for Panoramic SDXL inpainted image

Primary LanguagePython

sdxl-panoramic-inpaint Cog model

This is a custom model implementing a workflow to get a seamless 360 sdxl image, as a Cog model. Cog packages machine learning models as standard containers.

First, download the pre-trained weights:

cog run script/download-weights

Then, you can run predictions:

cog predict -i prompt="tron world"

Workflow:

1.SDXL image 1024x512

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  1. Cut image in half vertically, swap left and right sections

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  1. GFPGAN upscale 2x

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  1. Crop out 1024x1024 middle section to inpaint seam

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  1. Put flush seam back into upscaled image

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