Flux Kontext and HD360 LoRA for 360 Degree View
Flux Kontext 360° Workflow - Seamless Panorama Generation Input: Simply upload an image in the "Load Image from Outputs" node Output: A 360° Panoramic image
Flux
Flux Kontext
Image2Image
kontext
panorama
6
648
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_1758863167371.webp?width=104&height=104&quality=80&resize=cover)
Created by @denrakeiw on Civitai, please support the original creator!
https://civitai.com/models/1730751?modelVersionId=1958775
If this is your workflow, please contact us at team@floyo.ai to claim it!
Original guide from creator:
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.
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Nodes & Models
VAELoader
RandomNoise
KSamplerSelect
Note
UpscaleModelLoader
4x-ClearRealityV1.pth
UNETLoader
FLUX1/flux1-dev-kontext_fp8_scaled.safetensors
LoadImage
EmptySD3LatentImage
ImageInvert
ImageBlur
CLIPTextEncode
ImageScale
LoraLoaderModelOnly
FLUX.1-Turbo-Alpha.safetensors
HDR360.safetensors
VAEEncode
ReferenceLatent
ModelSamplingFlux
BasicScheduler
DifferentialDiffusion
FluxGuidance
ConditioningZeroOut
CFGGuider
SamplerCustomAdvanced
VAEDecode
Reroute
PreviewImage
InpaintModelConditioning
KSampler
SaveImage
GlobalSeed //Inspire
GlobalSeed //Inspire
MaskPreview+
ImageRemoveAlpha+
Width/Height Literal (Image Saver)
CR Color Bars
Florence2ModelLoader
Florence2Run
LyingSigmaSampler
MultiplySigmas
MagCache
MagCache
CM_NearestSDXLResolution
Image To Mask
Paste By Mask
TeaCache
Florence2Run
ShowText|pysssss
ShowText|pysssss
ImagePaste
FL_SDUltimate_Slices
UltimateSDUpscaleCustomSample
Created by @denrakeiw on Civitai, please support the original creator!
https://civitai.com/models/1730751?modelVersionId=1958775
If this is your workflow, please contact us at team@floyo.ai to claim it!
Original guide from creator:
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.
Read more
0
Reply
1
Reply