A list of resources about deep learning solutions on 3D shape processing
☆359Aug 23, 2021Updated 4 years ago
Alternatives and similar repositories for Awsome_Deep_Geometry_Learning
Users that are interested in Awsome_Deep_Geometry_Learning are comparing it to the libraries listed below
Sorting:
- A list of recent papers, libraries and datasets about 3D shape/scene analysis (by topics, updating).☆957Dec 5, 2023Updated 2 years ago
- 3D Shape Representation with Local Deep Implicit Functions.☆321May 6, 2024Updated last year
- Code for Iso-Points: Optimizing Neural Implicit Surfaces with Hybrid Representations☆70Jun 14, 2022Updated 3 years ago
- A curated list of neural rendering resources.☆45Sep 16, 2021Updated 4 years ago
- implicit displacement field☆127Jul 27, 2022Updated 3 years ago
- A curated list of resources on implicit neural representations.☆2,621Feb 11, 2024Updated 2 years ago
- Pytorch implementation of NeurIPS 2021 paper: Geometry Processing with Neural Fields.☆203Oct 25, 2023Updated 2 years ago
- Multi-view 3D reconstruction using neural rendering. Unofficial implementation of UNISURF, VolSDF, NeuS and more.☆862Sep 14, 2021Updated 4 years ago
- This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations wit…☆824Nov 9, 2021Updated 4 years ago
- Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes (CVPR 2021 Oral)☆905Oct 23, 2023Updated 2 years ago
- DIST: Rendering Deep Implicit Signed Distance Function with Differentiable Sphere Tracing (CVPR 2020).☆223Oct 20, 2020Updated 5 years ago
- code for our ECCV 2020 spotlight paper "Multimodal Shape Completion via Conditional Generative Adversarial Networks"☆108Jul 6, 2023Updated 2 years ago
- Resources of Neural Rendering☆2,344Mar 7, 2026Updated last week
- code for our CVPR 2020 paper "PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes"☆122Oct 3, 2023Updated 2 years ago
- Calculate signed distance fields for arbitrary meshes☆1,217Mar 10, 2024Updated 2 years ago
- Code for the SIGGRAPH 2022 paper "DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds."☆148Jul 26, 2023Updated 2 years ago
- Learning Implicit Surfaces from Point Clouds (ECCV 2020)☆508Aug 6, 2025Updated 7 months ago
- [CVPR 2021 Oral] Self-supervised Geometric Perception☆159Sep 30, 2021Updated 4 years ago
- NeRF visualization library under construction☆284Jun 28, 2023Updated 2 years ago
- DualSDF: Semantic Shape Manipulation using a Two-Level Representation. CVPR'20☆140Jun 2, 2023Updated 2 years ago
- Deep Implicit Moving Least-Squares Functions for 3D Reconstruction☆137Jan 30, 2023Updated 3 years ago
- PyTorch 1.2 implementation of BSP-NET.☆187Jun 28, 2022Updated 3 years ago
- Geometric deep learning for surface parsing from 3-D triangular meshes☆139Oct 3, 2023Updated 2 years ago
- Neural Unsigned Distance Fields (NDF) - Codebase☆202May 16, 2022Updated 3 years ago
- DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction☆310Jun 4, 2021Updated 4 years ago
- Learning Continuous Signed Distance Functions for Shape Representation☆1,541Jun 20, 2022Updated 3 years ago
- [ECCV'20] Convolutional Occupancy Networks☆899Jul 31, 2023Updated 2 years ago
- Implementation of "Deep Implicit Templates for 3D Shape Representation"☆169Jun 17, 2021Updated 4 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 simple interactive visualization toolkit for MVS that works on server without X11.☆13Aug 11, 2021Updated 4 years ago
- [NeurIPS'22] MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction☆619May 7, 2023Updated 2 years ago
- [ICCV '21] "Unsupervised Point Cloud Pre-training via Occlusion Completion"☆240Jun 24, 2024Updated last year
- Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]☆1,231Nov 3, 2023Updated 2 years ago
- A resource repository for 3D machine learning☆10,145Jul 4, 2024Updated last year
- ☆14Sep 20, 2020Updated 5 years ago
- Code for "Neural 3D Reconstruction in the Wild", SIGGRAPH 2022 (Conference Proceedings)☆702Nov 16, 2022Updated 3 years ago
- A PyTorch Library for Accelerating 3D Deep Learning Research☆5,056Mar 13, 2026Updated last week
- SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape Optimization☆286Jun 17, 2020Updated 5 years ago
- Primal-Dual Mesh Convolutional Neural Networks☆117Jan 20, 2022Updated 4 years ago