LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation
Paper • 2402.05054 • Published • 29
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("dylanebert/LGM-full", dtype=torch.bfloat16, device_map="cuda")
prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0]LGM Full
This custom pipeline encapsulates the full LGM pipeline, including multi-view diffusion.
It is provided as a resource for the ML for 3D Course.
Original LGM paper: LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation.
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