MoGe-2 · Panorama to 3D Mesh

ABOUT THE WORKFLOW

Turn a panorama into 3D
Upload a 360 panoramic photo and get a textured 3D mesh back. The model reads depth across the whole scene and builds the geometry in one pass. Download it and open it in any 3D viewer.

Model

• MoGe-2 by Microsoft Research. Recovers 3D geometry from a single image, including depth and surface detail, in one forward pass. Released under the MIT license.

HOW IT WORKS

Step 1. Upload your panorama
A 360 equirectangular photo, the wide 2:1 kind a panorama camera or a 360 render produces.
Works great with: outdoor scenes · interiors · game references

Step 2. Hit run
The settings are already dialled in. For a first run, change nothing and hit run.

Step 3. Download your 3D mesh
You get a textured GLB file. It drops straight into a 3D app or viewer with the original colours wrapped onto the surface.
Ready for: Blender · Unity · Unreal · any glTF viewer

First time? Leave every setting as-is. The defaults are the right starting point for almost everyone.

RECOMMENDED SETTINGS

Quick-start guide. Find the goal that matches yours and copy the settings.

• Standard use (most people) — texture on, decimation 1, auto resize off. The right starting point for almost everyone.

• Want the full-detail mesh — keep decimation at 1. It preserves every point the model estimates, so the shape stays as accurate as the source allows.

• Need a smaller file — raise decimation. It simplifies the mesh and shrinks the GLB, handy for web or real-time engines.

• Want a plain grey surface — turn texture off. Useful when you only need the shape for sculpting, retopo, or lighting tests.

• Working with an oversized panorama — turn auto resize on. It scales anything over 2048px down before processing so the run stays stable.

• Mesh has holes between near and far surfaces — raise the gap threshold above 0.04 to close more of them. Lower it to keep more open space between separate objects.

Input image: The mesh is only as good as the panorama. A well-lit 360 with clear depth between foreground and background reads best. A flat, non-panoramic photo or a dark scene gives the model less depth to work from.

LEARN

📹 Videos

• Intro to Floyo

• ComfyUI 101 Free Course ft. Sebastian Kamph

• Floyo 101 for Team Collaboration

✨ Quick links

• Help docs

• LoRA Training guide

• Discover more workflows

USE CASES

🎮 Game Environment Artists
Turn a panorama reference into a rough 3D scene to block out a level or plan set dressing before you model anything by hand.

🎬 VFX & Previs
Build a quick 3D environment from a location photo for camera moves, layout, and shot planning.

🏛️ 3D Artists
Get a base mesh of a real space to sculpt on, retopologise, or use as a projection surface.

🕶️ VR & XR Builders
Convert a 360 capture into a mesh you can move through, instead of a flat skybox you can only look at.

WHAT WORKS BEST / WHAT TO AVOID

✅ Works great

• Equirectangular 360 panoramas (2:1)

• Well-lit scenes with clear depth

• Outdoor landscapes and open interiors

• Distinct foreground and background layers

⚠️ May produce softer results

• Flat photos that are not true panoramas

• Dark or low-contrast scenes

• Reflective or transparent surfaces like glass, water, and mirrors

• Busy scenes packed with thin objects

FAQ

What is MoGe-2?
MoGe-2 is a monocular geometry model from Microsoft Research. It recovers 3D geometry from a single image, including metric depth and fine surface detail, in one forward pass. It is released under the MIT license, which makes it open for commercial use.

How does turning a panorama into a 3D mesh work?
The workflow splits your 360 panorama into overlapping views, estimates depth for each one, and stitches them into a single point map. It then converts that point map into a mesh and wraps your original image colours onto it as texture.

What file format is the output, and can I open it in Blender or Unity?
The output is a GLB, the standard glTF 3D format. It opens directly in Blender, Unity, Unreal, and any glTF viewer, with no conversion step. From there you can edit, retopologise, or use it as a scene base.

Do I need a 360 camera to use this?
No. Any equirectangular panorama works, including 360 renders, stitched captures, and AI-generated panoramas. The one requirement is the wide 2:1 panorama shape, so the model has a full scene to read depth from.

Is MoGe-2 free for commercial use?
Yes. The model is released under the MIT license, a permissive open-source license that allows commercial use. Keep in mind that the mesh you get is only as clear of rights as the panorama you upload, so make sure you own or are licensed to use your source image.

How is this different from photogrammetry?
Photogrammetry needs many overlapping photos and a longer processing step to reconstruct a scene. This runs from a single panorama in one pass, so it is faster and simpler. The tradeoff is less precision, which makes it better for blocking out and reference than for exact measurement.

How to run MoGe-2 online?
You can run MoGe-2 online through Floyo. No installation, no setup, no API key to wire up. Open the workflow in your browser, upload a panorama, and hit run. Free to try.

WHY FLOYO?

Floyo is the only platform with team collaboration for ComfyUI in the browser. You run workflows with no install. You share run history, assets, and models across your team. You pay only when you generate. Floyo supports open-source and closed-source models.

A 3D artist runs a panorama and likes the mesh. A teammate opens that exact run from shared history and keeps going. No file handoffs. No version confusion.

For studios and enterprise teams, Floyo adds private workspaces, pooled resources, and a team usage dashboard. Other ComfyUI cloud tools run for one person at a time. Floyo runs for the whole team, with transparent per-generation costs.

Ready to try it?
Upload a 360 panorama and run it. The settings are already set.

→ Launch Workflow, Free

Questions? Watch the free course or check the FAQ above.