GPT Image 2 360 Panorama Editor (Image-to-Image) + Seam Fix
Upload a panorama (or reference image) to fix seams, boost detail, and clean artifacts. Preview the result in an interactive 360 viewer.
Choose “Fix seam” to keep the original scene; choose “Enhance” to boost detail/style while staying 360°-compatible.
Upload an equirectangular panorama (best) or a reference image. To fix seams, upload the panorama you want to refine.
Drag to look around. Use your trackpad/mouse wheel to zoom. We auto-fit the image for smoother 360 viewing and downloads.
Upload a reference image and run the editor to preview the result here as a 360° panorama.
Image-to-image prompt patterns (editor)
Use these prompts when refining an existing panorama. The editor auto-adds a 360 constraint suffix by default to reduce seam issues.
Fix visible seams and edge discontinuities. Preserve the original scene composition. Keep left/right wrap-around edges consistent, stabilize the horizon, do not add text.Increase detail and realism while preserving the original layout. Improve materials, lighting, and textures. Keep wrap-around edges consistent, avoid visible seams, no text.Remove artifacts and distortions. Keep the scene coherent and natural. Maintain wrap-around edge consistency and stable horizon, no text.Apply a cinematic realistic style while preserving geometry. Keep seam-free wrap-around edges and a stable horizon, no text.360 panorama editor FAQ
Common questions about refining 360 panoramas with image-to-image.