lucataco / sdxl-panoramic

360 Panorama SDXL image with inpainted wrapping seam

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Run time and cost

This model runs on Nvidia A40 (Large) GPU hardware. Predictions typically complete within 68 seconds. The predict time for this model varies significantly based on the inputs.



Inspired by this tweet by @flngr about a 360 panoramic workflow, I made this cog to implement the proposed workflow:


  1. SDXL image 1024x512

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

  3. GFPGAN upscale 2x

  4. Crop out 1024x1024 middle section to inpaint seam

  5. Put flush seam back into upscaled image


Download and try out the finished image at

Give me a follow if you like my work! @lucataco93