tutorial for writing custom pytorch cpp+cuda kernel, applied on volume rendering (NeRF)
☆421Apr 17, 2023Updated 2 years ago
Alternatives and similar repositories for pytorch-cppcuda-tutorial
Users that are interested in pytorch-cppcuda-tutorial are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)☆1,290Jun 16, 2023Updated 2 years ago
- A detailed formulae explanation on gaussian splatting☆597Nov 12, 2023Updated 2 years ago
- Practice to write cpp/cuda extension for pytorch☆31Jun 10, 2022Updated 3 years ago
- Code for "MeuMesh: Learning Disentangled Neural Mesh-based Implicit Field for Geometry and Texture Editing", ECCV 2022 Oral☆391Sep 28, 2024Updated last year
- A General NeRF Acceleration Toolbox in PyTorch.☆1,458Oct 2, 2024Updated last year
- A pytorch CUDA extension implementation of instant-ngp (sdf and nerf), with a GUI.☆2,211Nov 10, 2023Updated 2 years ago
- Direct voxel grid optimization for fast radiance field reconstruction.☆1,077May 15, 2023Updated 2 years ago
- [ECCV 2022] Tensorial Radiance Fields, a novel approach to model and reconstruct radiance fields☆1,237Jun 19, 2025Updated 9 months ago
- Multi-view 3D reconstruction using neural rendering. Unofficial implementation of UNISURF, VolSDF, NeuS and more.☆862Sep 14, 2021Updated 4 years ago
- Code release for NeuS☆1,764Feb 28, 2024Updated 2 years ago
- Human Performance Modeling and Rendering via Neural Animated Mesh (Published in SIGGRAPH Asia 2022)☆391Mar 9, 2023Updated 3 years ago
- ☆391Dec 23, 2021Updated 4 years ago
- Code for database and frontend of webpage for Neural Fields in Visual Computing and Beyond.☆31Aug 22, 2023Updated 2 years ago
- SIGGRAPH Asia 2022: Code for "Efficient Neural Radiance Fields for Interactive Free-viewpoint Video"☆442Mar 24, 2024Updated 2 years ago
- NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning☆2,805Aug 3, 2023Updated 2 years ago
- Volume rendering based surface reconstruction using Unsigned Distance Fields☆285Feb 3, 2024Updated 2 years ago
- A CUDA Mesh RayTracer with BVH acceleration, with python bindings and a GUI.☆129Aug 12, 2022Updated 3 years ago
- A Unified Framework for Surface Reconstruction☆2,099Jul 11, 2024Updated last year
- Neural Surface reconstruction based on Instant-NGP. Efficient and customizable boilerplate for your research projects. Train NeuS in 10mi…☆921Nov 22, 2023Updated 2 years ago
- [NeurIPS'22] MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction☆619May 7, 2023Updated 2 years ago
- Pure PyTorch Implementation of NVIDIA paper on Instant Training of Neural Graphics primitives: https://nvlabs.github.io/instant-ngp/☆1,034Aug 7, 2024Updated last year
- Improved 3DGS rasterizer.☆128Feb 26, 2025Updated last year
- [ICCV'23 Oral, Best Paper Finalist]Tri-MipRF: Tri-Mip Representation for Efficient Anti-Aliasing Neural Radiance Fields☆457Nov 30, 2023Updated 2 years ago
- Lightning fast C++/CUDA neural network framework☆4,436Dec 14, 2025Updated 3 months ago
- Inverse rendering by optimizing neural SDF and materials from photometric images☆307Nov 4, 2023Updated 2 years ago
- [SIGGRAPH2023] NeRO: Neural Geometry and BRDF Reconstruction of Reflective Objects from Multiview Images☆597Oct 26, 2025Updated 4 months ago
- SparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse views☆348Feb 3, 2024Updated 2 years ago
- [ICCV 2021] Our work presents a novel neural rendering approach that can efficiently reconstruct geometric and neural radiance fields for…☆698Jun 19, 2025Updated 9 months ago
- ☆238Sep 14, 2025Updated 6 months ago
- Fast neural radiance field training with free camera trajectories☆942Feb 28, 2024Updated 2 years ago
- Efficient distortion loss with O(n) realization.☆132Jul 12, 2022Updated 3 years ago
- [ ICLR 2023 Spotlight ] Pytorch implementation for "Voxurf: Voxel-based Efficient and Accurate Neural Surface Reconstruction"☆408Jan 2, 2024Updated 2 years ago
- Unofficial pytorch-lightning implement of Mip-NeRF☆283Apr 12, 2023Updated 2 years ago
- Code for "Neural 3D Scene Reconstruction with the Manhattan-world Assumption" CVPR 2022 Oral☆529Jun 6, 2023Updated 2 years ago
- [SIGGRAPH Asia'24 & TOG] Gaussian Opacity Fields: Efficient Adaptive Surface Reconstruction in Unbounded Scenes☆987Nov 15, 2024Updated last year
- This repository contains the code for Learning Neural Light Fields with Ray-Space Embedding Networks.☆194May 15, 2022Updated 3 years ago
- Code release of paper Improving neural implicit surfaces geometry with patch warping☆240May 5, 2022Updated 3 years ago
- ☆268Aug 14, 2024Updated last year
- [ICCV'23] Pytorch implementation of "ObjectSDF++: Improved Object-Compositional Neural Implicit Surfaces"☆154Feb 7, 2024Updated 2 years ago