"Circle Consistency" Option in StableDiffusionPanoramaPipeline for Artifact-Free Panorama Generation · Issue #4024 · huggingface/diffusers (original) (raw)

I think that it would be great to have a new feature in the StableDiffusionPanoramaPipeline that would enable the generation of panorama images without any stitching artifacts. Currently, the generated images appear like panoramas, but lack consistency when viewed in 360-degree viewers.

The proposed feature, "Circle Consistency," would provide an option to ensure that the content on the left and right sides of the image seamlessly align, creating a visually pleasing result in 360-degree viewing environments. By enforcing this consistency, users will be able to produce high-quality panoramas that are horizontally matching and without artifacts.