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README.md

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+---
+tags:
+  - text-to-image
+  - lora
+  - diffusers
+  - template:diffusion-lora
+widget:
+- output:
+    url: images/example_car_sunrise.png
+  text: '-'
+- output:
+    url: images/example_plane_sunrise.png
+  text: '-'
+- output:
+    url: images/example_sports_car.png
+  text: '-'
+- output:
+    url: images/example_plane_night.png
+  text: '-'
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: null
+
+---
+# Cockpit 360 Diffusion LoRA for FLUX.1-dev
+
+<Gallery />
+
+## Model description 
+
+## Overview
+
+This LoRA was trained for 27,250 iterations with rank 64 on a diverse dataset of around 300 images, for the purpose of creating 360 degree panorama images of cockpits and vehicle interiors.
+
+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 &#39;360 degree equirectangular view&#39; in your prompt to improve output quality.
+
+- Generally the word &#39;cockpit&#39; and &#39;pilot&#39;s seat&#39; can be used for aircraft, including planes &amp; helicopters.
+- Terms like &#39;driver&#39;s seat&#39; can be useful for creating views from inside cars, trucks, buses, and trains.
+
+When rendering images, it&#39;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&#x2F;3D environments.
+
+## Additional Tools
+
+### HTML 360 Viewer
+
+To make the viewing and sharing of 360 images &amp; 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:&#x2F;&#x2F;progamergov.github.io&#x2F;html-360-viewer&#x2F;
+    - Github source code: https:&#x2F;&#x2F;github.com&#x2F;ProGamerGov&#x2F;html-360-viewer
+- You can append ?url&#x3D; 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:&#x2F;&#x2F;progamergov.github.io&#x2F;html-360-viewer&#x2F;?url&#x3D;https:&#x2F;&#x2F;upload.wikimedia.org&#x2F;wikipedia&#x2F;commons&#x2F;7&#x2F;76&#x2F;Dauderi.jpg
+
+### Recommended ComfyUI Nodes
+
+- ComfyUI_preview360panorama
+    - For viewing 360 images &amp; video inside of ComfyUI (may be slower than my web browser viewer).
+    - Link: https:&#x2F;&#x2F;github.com&#x2F;ProGamerGov&#x2F;ComfyUI_preview360panorama
+
+- ComfyUI_pytorch360convert
+    - For editing 360s and for applying circular padding to models in order to improve output quality.
+    - Link: https:&#x2F;&#x2F;github.com&#x2F;ProGamerGov&#x2F;ComfyUI_pytorch360convert
+
+## Limitations
+
+The dataset was weighted towards aircraft cockpits and the front seats of cars.
+
+
+
+
+## Download model
+
+
+[Download](/ProGamerGov/cockpit-360-lora-flux-dev/tree/main) them in the Files & versions tab.