|
|
--- |
|
|
tags: |
|
|
- text-to-image |
|
|
- lora |
|
|
- diffusers |
|
|
- '360' |
|
|
- '360°' |
|
|
- 360-degree |
|
|
- 360-image |
|
|
- equirectangular |
|
|
- equirectangular-projection |
|
|
- image-generation |
|
|
- template:diffusion-lora |
|
|
widget: |
|
|
- output: |
|
|
url: images/example_red_dress.png |
|
|
text: >- |
|
|
360 degree equirectangular view, photo, a young woman smiling at the viewer |
|
|
as she wears a red dress and pink boots |
|
|
- output: |
|
|
url: images/example_bar.png |
|
|
text: >- |
|
|
360 degree equirectangular view, photo, a woman standing in bar, wearing a |
|
|
white top and jeans, with running shoes |
|
|
base_model: black-forest-labs/FLUX.1-dev |
|
|
instance_prompt: null |
|
|
language: |
|
|
- en |
|
|
--- |
|
|
# Human 360 Diffusion LoRA for FLUX.1-dev |
|
|
|
|
|
<Gallery /> |
|
|
|
|
|
|
|
|
## Model description |
|
|
|
|
|
This LoRA was trained with rank 64 on a diverse dataset of over 1000 images, for the purpose of creating 360 degree panorama images of humans. |
|
|
|
|
|
The seam and polar distortion artifacts should be minimal, but some careful editing or in-painting may be required to make the image appear seamless. |
|
|
|
|
|
|
|
|
## Usage |
|
|
|
|
|
There is no trigger phrase, but as with all 360° Flux LoRAs, you should include some variation of '360 degree equirectangular view' in your prompt to improve output quality. |
|
|
|
|
|
When rendering images, it's recommended that you choose a 2:1 aspect ratio, like 1024x512, 1536x768, or 2048x1024. Afterwards, you can use an upscaler of your choosing to make the resolution high enough for skyboxes, VR, and 2D/3D environments. |
|
|
|
|
|
|
|
|
## Additional Tools |
|
|
|
|
|
### HTML 360 Viewer |
|
|
|
|
|
To make the viewing and sharing of 360 images & video easier, I built a web browser based HTML 360 viewer that runs locally on your device. |
|
|
|
|
|
- You can try it out here on Github Pages: https://progamergov.github.io/html-360-viewer/ |
|
|
- Github source code: https://github.com/ProGamerGov/html-360-viewer |
|
|
- You can append `?url=` followed by a link to your image in order to automatically load it into the 360 viewer, making sharing your 360 creations extremely easy. |
|
|
- Example: https://progamergov.github.io/html-360-viewer/?url=https://upload.wikimedia.org/wikipedia/commons/7/76/Dauderi.jpg |
|
|
|
|
|
|
|
|
### Recommended ComfyUI Nodes |
|
|
|
|
|
If you are a user of [ComfyUI](https://github.com/comfyanonymous/ComfyUI), then these sets of nodes can be useful for working with 360 images & videos. |
|
|
|
|
|
- ComfyUI_preview360panorama |
|
|
- For viewing 360 images & video inside of ComfyUI (may be slower than my web browser viewer). |
|
|
- Link: https://github.com/ProGamerGov/ComfyUI_preview360panorama |
|
|
|
|
|
- ComfyUI_pytorch360convert |
|
|
- For editing 360s and for applying circular padding to models in order to improve output quality. |
|
|
- Link: https://github.com/ProGamerGov/ComfyUI_pytorch360convert |
|
|
|
|
|
For diffusers and other libraries, you can make use of the [pytorch360convert](https://github.com/ProGamerGov/pytorch360convert) library when working with 360 media. |
|
|
|
|
|
## Limitations |
|
|
|
|
|
The dataset had a limited number of poses, and is geared towards North American and European depictions of humans. |
|
|
|
|
|
|
|
|
## Citation Information |
|
|
|
|
|
BibTeX |
|
|
|
|
|
``` |
|
|
@software{Egan_Human_360_Diffusion_Dev_2025, |
|
|
author = {Egan, Ben}, |
|
|
license = {MIT}, |
|
|
month = aug, |
|
|
title = {{Human 360 Diffusion LoRA for FLUX.1-dev}}, |
|
|
url = {https://huggingface.co/ProGamerGov/human-360-lora-flux-dev}, |
|
|
year = {2025} |
|
|
} |
|
|
``` |
|
|
|
|
|
APA |
|
|
|
|
|
``` |
|
|
Egan, B. (2025). Human 360 Diffusion LoRA for FLUX.1-dev [Computer software]. https://huggingface.co/ProGamerGov/human-360-lora-flux-dev |
|
|
``` |
|
|
|
|
|
Please refer to the [CITATION.cff](https://huggingface.co/ProGamerGov/human-360-lora-flux-dev/blob/main/CITATION.cff) for more information on how to cite this model. |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
## Download model |
|
|
|
|
|
|
|
|
[Download](/ProGamerGov/human-360-lora-flux-dev/tree/main) them in the Files & versions tab. |
