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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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Thanks for your great work! After joint refine, I care whether there is a correspondence between all Gaussians and the mesh. If I want to edit to move part of...

python gaussian_splatting/train.py -s dog_7000.ply --iterations 7000 -m out get error: Optimizing out Output folder: out [27/04 17:19:20] Tensorboard not available: not logging progress [27/04 17:19:20] Traceback (most recent call last):...

During the joint optimization process, the vertex positions of the mesh and the Gaussian distribution parameters bound to them are simultaneously optimized? How exactly are the vertices of the mesh...

![Screenshot from 2024-03-12 16-52-27](https://github.com/Anttwo/SuGaR/assets/99084258/c0b16268-281d-4184-9efc-23c1503e0060) To begin, I processed the video using Colmap with the following commands: Convert the video to individual frames: ffmpeg -i /project/gaussian-splatting/Museum.mp4 -vf fps=2 -vsync vfr -q:v...

Thanks for your great work! I got good result in garden scene, but bad result on bicycle. I tried density and sdf regularization_type, it doesn't work. What is the cause...

Hi,Thank you very much for open source such a good project。 The effect is still good after I mesh it, but it looks like there is some white content from...

![image](https://github.com/Anttwo/SuGaR/assets/125524043/35041c6a-f3a6-4c50-bec7-f32c30ec5821) i trained with python train.py -s /home/xiangyue/joonwon/SuGaR/gaussian_splatting/data/bat/ -c /home/xiangyue/joonwon/SuGaR/gsdata/bat2/ -r density --low_poly True --postprocess_mesh True

System: `Ubuntu 22.04.4 LTS` GPU: `NVIDIA RTX 3090` Dataset: [`tandt_db`](https://repo-sam.inria.fr/fungraph/3d-gaussian-splatting/datasets/input/tandt_db.zip) Scene: `truck` GS Iterations: `30000` Command: `python train.py -s ../../gs-repo/tandt/truck -c ./gsoutputs/tandt_truck_long/ -r sdf --refinement_time long --iteration_to_load 30000` A part...

Hi! First of all, amazing work on this project! Really excited to see the outputs it's capable of. Would it be possible to use an existing GS PLY file without...

## 1. gaussian_splatting ### 1.1 run train.py (gaussian_splatting): This should be easy: run: `python gaussian_splatting/train.py -s --iterations 7000 -m ` my for example: `python gaussian_splatting/train.py -s gaussian_splatting\sherioc_dataset\train --iterations 7000 -m...