nandometzger/metal-gauss - 9 Help Wanted Issues

Open Issues Need Help

`evaluate()` rebuilds the full SH tensor for every held-out view 6 days ago

good first issue

Metal-native differentiable 3D Gaussian Splatting for Apple Silicon: fused forward+backward rasterizer on PyTorch MPS, no CUDA anywhere.

Python

#3d-reconstruction#apple-silicon#differentiable-rendering#gaussian-splatting#macos#metal#mps#pytorch#radiance-fields#rasterizer

An interrupted first-run kernel build makes every later run hang silently 7 days ago

bug good first issue

nandometzger/metal-gauss

Metal-native differentiable 3D Gaussian Splatting for Apple Silicon: fused forward+backward rasterizer on PyTorch MPS, no CUDA anywhere.

Python

#3d-reconstruction#apple-silicon#differentiable-rendering#gaussian-splatting#macos#metal#mps#pytorch#radiance-fields#rasterizer

A live viewer: orbit a trained scene in real time 7 days ago

help wanted

nandometzger/metal-gauss

Metal-native differentiable 3D Gaussian Splatting for Apple Silicon: fused forward+backward rasterizer on PyTorch MPS, no CUDA anywhere.

Python

#3d-reconstruction#apple-silicon#differentiable-rendering#gaussian-splatting#macos#metal#mps#pytorch#radiance-fields#rasterizer

Start training from an existing .ply (`--init-ply`), and resume a run 7 days ago

help wanted

nandometzger/metal-gauss

Metal-native differentiable 3D Gaussian Splatting for Apple Silicon: fused forward+backward rasterizer on PyTorch MPS, no CUDA anywhere.

Python

#3d-reconstruction#apple-silicon#differentiable-rendering#gaussian-splatting#macos#metal#mps#pytorch#radiance-fields#rasterizer

Cache decoded scene images: 6.1 s of every run is PNG decode 18 days ago

help wanted

nandometzger/metal-gauss

Metal-native differentiable 3D Gaussian Splatting for Apple Silicon: fused forward+backward rasterizer on PyTorch MPS, no CUDA anywhere.

Python

#3d-reconstruction#apple-silicon#differentiable-rendering#gaussian-splatting#macos#metal#mps#pytorch#radiance-fields#rasterizer

Try the Apple Silicon runners so CI can actually test the kernels 18 days ago

help wanted

nandometzger/metal-gauss

Metal-native differentiable 3D Gaussian Splatting for Apple Silicon: fused forward+backward rasterizer on PyTorch MPS, no CUDA anywhere.

Python

#3d-reconstruction#apple-silicon#differentiable-rendering#gaussian-splatting#macos#metal#mps#pytorch#radiance-fields#rasterizer

SelectiveAdam decides dense-vs-rowwise from a magic string 19 days ago

good first issue

nandometzger/metal-gauss

Metal-native differentiable 3D Gaussian Splatting for Apple Silicon: fused forward+backward rasterizer on PyTorch MPS, no CUDA anywhere.

Python

#3d-reconstruction#apple-silicon#differentiable-rendering#gaussian-splatting#macos#metal#mps#pytorch#radiance-fields#rasterizer

49 of 78 published results cannot state the protocol they ran under 19 days ago

help wanted

nandometzger/metal-gauss

Metal-native differentiable 3D Gaussian Splatting for Apple Silicon: fused forward+backward rasterizer on PyTorch MPS, no CUDA anywhere.

Python

#3d-reconstruction#apple-silicon#differentiable-rendering#gaussian-splatting#macos#metal#mps#pytorch#radiance-fields#rasterizer

Install CPU torch in CI and run the GPU-free tests 19 days ago

good first issue

nandometzger/metal-gauss

Metal-native differentiable 3D Gaussian Splatting for Apple Silicon: fused forward+backward rasterizer on PyTorch MPS, no CUDA anywhere.

Python

#3d-reconstruction#apple-silicon#differentiable-rendering#gaussian-splatting#macos#metal#mps#pytorch#radiance-fields#rasterizer