3DTopia/LGM

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[ECCV 2024 Oral] LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation.

Stars: 2.1k
Forks: 139
Open beginner issues: 0
Indexed issues: 61

Dominant language: Python
License: MIT
Last GitHub push: Apr 3, 2024
Latest indexed: Sep 15, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

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61 open issues indexed

Missing gridencoder source files Open

3DTopia/LGM#1 · 4 comments · 1 reaction · 0 assignees · Indexed Sep 15, 2026
Can the input four views of the gaussian unet be four random viewpoints and how to input the pose? Open

3DTopia/LGM#4 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Increase quality of the model ? Open

3DTopia/LGM#5 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
No module named 'mvdream.pipeline_mvdream' Open

3DTopia/LGM#6 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
ImportError: /opt/conda/envs/lgm/lib/python3.8/site-packages/diff_gaussian_rasterization/_C.cpython-38-x86_64-linux-gnu.so: undefined symbol: Open

3DTopia/LGM#7 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Multi view inference Open

3DTopia/LGM#8 · 1 comment · 6 reactions · 0 assignees · Indexed Sep 15, 2026
Model location Open

3DTopia/LGM#9 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Weird results when testing on customized images Open

3DTopia/LGM#10 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Is there any current way to run inference on this model with a LoRA? Open

3DTopia/LGM#11 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Not able to generate consistent assets Open

3DTopia/LGM#13 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
How to do text23D? Open

3DTopia/LGM#14 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Original Image of the Human Portrait Results? Open

3DTopia/LGM#18 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Straight planes get dents when converting to mesh Open

3DTopia/LGM#20 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Training view angle details Open

3DTopia/LGM#22 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
stuck at nerfacc utility Open

3DTopia/LGM#23 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Training speed Open

3DTopia/LGM#25 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Is there a way to run it under the CPU? How to make the model more refined and generate a rough model Open

3DTopia/LGM#28 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
confused about training dataset? Open

3DTopia/LGM#29 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
unet\mv_unet.py as defined in `model_index.json` does not exist in ashawkey/mvdream-sd2.1-diffusers Open

3DTopia/LGM#33 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
trunc_exp from kiui.nn is not defined Open

3DTopia/LGM#34 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Training covergence on the gobjaverse dataset Open

3DTopia/LGM#35 · 12 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
pointcloud lost colour data Open

3DTopia/LGM#36 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Why did you add a negative sign to the position of camera? Open

3DTopia/LGM#37 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
How to create higher resolution(1024) result Open

3DTopia/LGM#40 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
about camera normalize？ Open

3DTopia/LGM#42 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Recenter operation matters Open

3DTopia/LGM#45 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Issue with training speed / loss Open

3DTopia/LGM#46 · 7 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
How can i create custom mini dataset using 3d objects and images? Open

3DTopia/LGM#47 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Load Dataset of GoObjaverse Open

3DTopia/LGM#49 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
What are the "poses" in the dataset? Open

3DTopia/LGM#50 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Problem with following steps Open

3DTopia/LGM#53 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
No module named 'mcubes' Open

3DTopia/LGM#54 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Details about input views Open

3DTopia/LGM#56 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Gradio demo is not working Open

3DTopia/LGM#60 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 15, 2026
Replicate demo not working Open

3DTopia/LGM#61 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Can not convert to mesh from ply Open

3DTopia/LGM#62 · 3 comments · 1 reaction · 0 assignees · Indexed Sep 15, 2026
Does a generator of fixed seed ensure that 4 images of MVDream are fixed? Open

3DTopia/LGM#63 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
pip install ./diff-gaussian-rasterization failed with no module named 'torch' Open

3DTopia/LGM#64 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Objaverse-XL pretrained model Open

3DTopia/LGM#66 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
How can I fix the issue where the model always generates the mesh in the front view? Open

3DTopia/LGM#67 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Higher coefficients of Spherical Harmonics Open

3DTopia/LGM#68 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Rendering multiple views takes once, not "for" Open

3DTopia/LGM#69 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Solving & ERROR: Failed building wheel for diff_gaussian_rasterization Open

3DTopia/LGM#70 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Question about "compatible" Open

3DTopia/LGM#71 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
own data Open

3DTopia/LGM#72 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Solved Open

3DTopia/LGM#74 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Problem about azimuth Open

3DTopia/LGM#76 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
stuck at mesh extraction Open

3DTopia/LGM#77 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Why delete lpips params in state dict? Open

3DTopia/LGM#78 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Solved Open

3DTopia/LGM#79 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026

3DTopia/LGM

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