3D-Machine-Learning
3D ML hub
A resource repository for 3D machine learning, providing a centralized platform for research papers, datasets, models, and courses related to 3D computer vision and machine learning.
A resource repository for 3D machine learning
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last commit: 8 months ago
Linked from 3 awesome lists
3d3d-reconstructionconstructive-solid-geometriesmachine-learningmeshneural-networkspaperspoint-cloudprimitivesvoxel
jbhuang0604/awesome-computer-vision
terkelg/awesome-creative-coding
agmmnn/awesome-blenderRelated projects:
| Repository | Description | Stars |
|---|---|---|
 nvidiagameworks/kaolin | A PyTorch library for accelerating 3D deep learning research with various GPU-optimized operations and tools. | 4,550 |
 isl-org/open3d | A C++ library for rapid development of software that processes 3D data | 11,648 |
 threestudio-project/threestudio | A unified framework for 3D content generation | 6,410 |
 yunishi3/3d-fcr-alphagan | This project aims to develop a generative model for 3D multi-object scenes using a novel network architecture inspired by auto-encoding and generative adversarial networks. | 103 |
 google-research/kubric | Automates video data generation with realistic physics simulation and annotations for machine learning training | 2,359 |
 facebookresearch/pytorch3d | A deep learning library for 3D data processing and computer vision research using PyTorch | 8,889 |
 kenshohara/3d-resnets-pytorch | PyTorch implementation of 3D ResNets for action recognition in video data | 3,920 |
 threedle/text2mesh | Generates 3D meshes based on text inputs using neural networks and differentiable rendering | 936 |
 openmvg/openmvg | Provides an end-to-end framework for 3D reconstruction from images | 5,787 |
 hongwenzhang/danet-densepose2smpl | This repository provides software tools and pre-trained models for estimating 3D human shape and pose from dense body parts | 233 |
 maudzung/sfa3d | A deep learning framework for fast and accurate 3D object detection from LiDAR point clouds | 1,044 |
| hongwenzhang/pymaf | Reconstructs human 3D models from monocular images using a feedback loop to improve pose and shape estimation | 600 |
 pyg-team/pytorch_geometric | A PyTorch-based library for training and applying Graph Neural Networks to structured data | 21,597 |
 dvlab-research/mgm | An open-source framework for training large language models with vision capabilities. | 3,229 |
 tensorspace-team/tensorspace | A JavaScript framework for building interactive and intuitive 3D visualizations of neural networks in browsers. | 5,077 |