Kontext Prompt: create a 360 hdr Flux Prompt: 360HDR,seamless Trained using OSTRIS AI-Toolkit @ runpod.io

Flux Context:

ComfyUI Workflow:

Convert any input image into an immersive 360-degree panoramic view using this specialized LoRA model.

Model Description This Kontext LoRA is specifically trained to convert regular input images into complete 360-degree panoramic representations. The model leverages advanced training techniques to understand spatial relationships and generate context-aware wraparound images.

Training Details Dataset: Custom before-and-after image pairs demonstrating the transformation from standard images to 360-degree panoramas

Training Framework: Ostris AI-Toolkit

Model Type: Kontext LoRA for Flux

Use Case: Image to 360° Panorama

Usage Instructions Base Quality: Raw outputs without upscaling may appear less detailed

Recommended Enhancements: Use Tiled Diffusion upscaling to significantly improve the results

Workflow: A complete ComfyUI workflow for creating seamless 360-degree images will be uploaded soon

Applications Ideal for creating immersive content, virtual environments, VR experiences, and panoramic artwork from standard input images.

Flux Version:

This LoRA can create 360-degree panoramic images, with edge textures that are very likely to seamlessly connect. However, like many AI-generated images, it isn't always flawless. But it works ;)

Here are a few tips for generating images:

Choose a 2:1 aspect ratio for the first sampler, such as 1536x768 pixels. Then, use Ultimate Upscaler for a 2x or 4x upscale. This helps maintain quality while generating 360-degree panoramic images.

The 'SCHNELL' version is trained with Rank 64 using SCHNELL as the base model, making it more resource-efficient. The 'Dev' version offers the best image quality at Rank 128, but 'SCHNELL' is the ideal choice if speed is your priority.