<a target="_blank" rel="ugc" href="https://runpod.io?ref=hjbrjqqm">Trained with OSTRIS AI-Toolkit @ runpod.io</a> Flux Kontext:<h2 id="comfyui-workflow:-sg28ktrkt"><a rel="ugc" href="https://civarchive.com/models/1730751?modelVersionId=1958775">Comfyui Workflow:</a></h2> Transform any input image into immersive 360-degree panoramic views with this specialized LoRA model.<h2 id="model-description-4tkrjudwv">Model Description</h2>This Kontext LoRA has been specifically trained to convert regular input images into full 360-degree panoramic representations. The model leverages advanced training techniques to understand spatial relationships and generate contextually appropriate wraparound imagery.<h2 id="training-details-xnyf5mt2q">Training Details</h2><ul><li>Dataset: Custom before/after image pairs showcasing the transformation from standard images to 360-degree panoramas</li><li>Training Framework: Ostris AI Toolkit</li><li>Model Type: Kontext LoRA for Flux</li><li>Purpose: Image-to-360° panorama conversion</li></ul><h2 id="usage-notes-ldri1vsa1">Usage Notes</h2><ul><li>Base Quality: The raw output without upscaling may appear less refined</li><li>Recommended Enhancement: Use tiled diffusion upscaling for significantly improved results</li><li>Workflow: A complete ComfyUI workflow for creating seamless 360-degree images will be uploaded soon</li></ul><h2 id="applications-w553cbf3y">Applications</h2>Perfect for creating immersive content, virtual environments, VR experiences, and panoramic artwork from standard input images. ---------------------------------------------------------------------------------------------------- Flux Version: The LoRA can create 360-degree panoramic images, and there is a high probability that the textures at the edges will be seamless. However, as is often the case with AI-generated images, it doesn't always work perfectly. But it works ;) Here’s a tip for creating the images:Choose a 2:1 format, such as 1536x768 pixels, for the first sampler. Then, use the Ultimate Upscaler to do a 2x or 4x upscaling. This should help maintain quality while generating 360-degree panoramic images. The 'SCHNELL' version is trained with Rank 64 and SCHNELL as a Base Model, making it a bit more resource-efficient. 'Dev' offers the best image quality with Rank 128, but if speed is the priority, 'SCHNELL' is ideal.

360 Degree [Flux & Kontext]

The 'SCHNELL' version is trained with Rank 64 and SCHNELL as a Base Model, making it a bit more resource-efficient. 'Dev' offers the best image quality, but if speed is the priority, 'SCHNELL' is ideal.

360HDR_SCHNELL.safetensors

SCHNELL

Kontext

The LoRA can create 360-degree panoramic images, and there is a high probability that the textures at the edges will be seamless. However, as is often the case with AI-generated images, it doesn't always work perfectly. But it works ;) Here’s a tip for creating the images:Choose a 2:1 format, such as 1536x768 pixels, for the first sampler. Then, use the Ultimate Upscaler to do a 2x or 4x upscaling. This should help maintain quality while generating 360-degree panoramic images. The 'SCHNELL' version is trained with Rank 64 and SCHNELL as a Base Model, making it a bit more resource-efficient. 'Dev' offers the best image quality with Rank 128, but if speed is the priority, 'SCHNELL' is ideal.

360 Degree Flux

&lt;p&gt;The &#39;SCHNELL&#39; version is trained with Rank 64 and SCHNELL as a Base Model, making it a bit more resource-efficient. &#39;Dev&#39; offers the best image quality, but if speed is the priority, &#39;SCHNELL&#39; is ideal.&lt;/p&gt;

Files with SHA256: 10444a5062897e7edd9332a0d71e3d15e6537915ba948a11e32396309b6ac90d