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[CVPR 2024] Official PyTorch implementation of SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering

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Is there anyway to just extract the foreground of your Gaussian Splat? Or can you provide further tips on how to do it? Thanks, I look forward for your response...

Note: Editing since vscode did auto-fork, auto-PR with no comments. I wanted to have all the outputs of SuGaR next to a folder that wouldn't be `./output` within the same...

Is there any parameter can reduce cuda memory , please? "cuda out of memory" for 400+ images on 24G cuda device 3090

Hi, thanks for your great work. I have tested out SuGaR on one of the LERF scene and it worked out nicely! However, I still have two questions: ![截圖 2024-02-23...

Hello, First, thank you for having shared this amazing repository, and being active in responding to issues. That is greatly appreciated! I have a Saxophone capture with 192 images around:...

I get OOM in that particular section (texturing) when trying to run --high_poly, I disabled Pytorch CUDA memory caching to see if it would mitigate but it doesn't solve it....

File "E:\SuGaR\sugar_scene\sugar_model.py", line 2031, in render_image_gaussian_rasterizer proj_transform[..., 2, 0] = - p3d_camera.K[0, 0, 2] IndexError: too many indices for tensor of dimension 2

This step took a long time, but there was no result ![image](https://github.com/Anttwo/SuGaR/assets/41555798/50b1741b-41c7-4e4c-946b-02bf0601b445) At this time the GPU has been occupied ![image](https://github.com/Anttwo/SuGaR/assets/41555798/b7695481-eab9-4d00-a3a4-e25fa0789187)

coarse density: (the best way to reconstruct surface based on GS, so far. ) one of inputs: ![000001](https://github.com/Anttwo/SuGaR/assets/52232153/85494672-258f-4c88-90c6-165558bc9417) 8000 iteations: (from 7000) ![image](https://github.com/Anttwo/SuGaR/assets/52232153/ca61790d-562b-4104-bd43-e885f9b80adc) [sugarmesh_3Dgs7000_densityestim02_sdfnorm02_level03_decim1000000.zip](https://github.com/Anttwo/SuGaR/files/13727981/sugarmesh_3Dgs7000_densityestim02_sdfnorm02_level03_decim1000000.zip) 15000 iterations: (still no refine step)...

(sugar) khfifi@jensen:~/SuGaR$ python train.py -s /home/khfifi/tryinggauss -c /home/khfifi/gausstomesh -r "sdf" Traceback (most recent call last): File "/home/khfifi/SuGaR/train.py", line 3, in from sugar_trainers.coarse_density import coarse_training_with_density_regularization File "/home/khfifi/SuGaR/sugar_trainers/coarse_density.py", line 7, in from...