Flux Kontext 360° Workflow - Seamless Panorama Generation

Kontext 360 LoRa:

https://civitai.com/models/682349?modelVersionId=1958732

Complete workflow guide for creating seamless 360-degree panoramic images using Flux Kontext LoRA.

Workflow Overview

This specialized ComfyUI workflow transforms standard input images into immersive, seamless 360-degree panoramas using the trained Kontext LoRA model1. The key feature of this workflow is its ability to generate perfectly seamless wraparound images without visible seams or distortions at the connection points.

Key Features

• Seamless Output: Generated 360° images connect perfectly at the edges, creating true wraparound panoramas
• Context-Aware Generation: The LoRA understands spatial relationships to maintain visual coherence across the full 360° span
• Quality Enhancement: Integrated tiled diffusion upscaling for superior final results

Workflow Steps

Input Processing: Load your source image and apply the Flux Kontext LoRA with appropriate strength settings. The model analyzes the input to understand the spatial context and visual elements that need to be extended.

360° Generation: The workflow generates the panoramic expansion while ensuring seamless edge matching. Special attention is paid to maintaining consistent lighting, perspective, and visual elements across the entire 360° span.

Seamless Integration: Advanced blending techniques ensure that the left and right edges of the generated panorama connect perfectly, creating a truly seamless wraparound experience.

Quality Enhancement: Apply tiled diffusion upscaling to significantly improve the final image quality and detail resolution.

Technical Specifications

• Model: Flux with Kontext LoRA
• Output Format: Seamless 360° panoramic images
• Recommended Upscaling: Tiled diffusion for optimal results
• Interface: ComfyUI workflow

The seamless nature of the output makes these panoramas perfect for VR environments, immersive displays, and any application requiring true 360-degree visual experiences without jarring transitions or visible seams.