Projects in Awesome Lists tagged with 3d-deep-learning

https://github.com/NVIDIAGameWorks/kaolin

A PyTorch Library for Accelerating 3D Deep Learning Research

3d-deep-learning artificial-intelligence camera-api cuda differentiable-lighting differentiable-rendering neural-networks pytorch rasterization

Last synced: 31 Jul 2024

https://github.com/qingyonghu/sota-point-cloud

🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey

3d-classification 3d-deep-learning 3d-detection 3d-segmentation 3d-tracking instance-segmentation pointclouds semantic-segmentation

Last synced: 01 Oct 2024

https://github.com/QingyongHu/SoTA-Point-Cloud

🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey

3d-classification 3d-deep-learning 3d-detection 3d-segmentation 3d-tracking instance-segmentation pointclouds semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/nvidiagameworks/kaolin-wisp

NVIDIA Kaolin Wisp is a PyTorch library powered by NVIDIA Kaolin Core to work with neural fields (including NeRFs, NGLOD, instant-ngp and VQAD).

3d-deep-learning nerf neuralfields pytorch sdf

Last synced: 30 Sep 2024

https://github.com/NVIDIAGameWorks/kaolin-wisp

NVIDIA Kaolin Wisp is a PyTorch library powered by NVIDIA Kaolin Core to work with neural fields (including NeRFs, NGLOD, instant-ngp and VQAD).

3d-deep-learning nerf neuralfields pytorch sdf

Last synced: 03 Aug 2024

https://github.com/daavoo/pyntcloud

pyntcloud is a Python library for working with 3D point clouds.

3d 3d-deep-learning 3d-graphics 3d-models 3d-point-clouds deep-learning point-clouds python python-library

Last synced: 30 Sep 2024

https://github.com/andyzeng/tsdf-fusion-python

Python code to fuse multiple RGB-D images into a TSDF voxel volume.

3d 3d-deep-learning 3d-reconstruction artificial-intelligence cuda depth-camera kinect-fusion rgbd tsdf vision volumetric-data

Last synced: 30 Sep 2024

https://github.com/andyzeng/3dmatch-toolbox

3DMatch - a 3D ConvNet-based local geometric descriptor for aligning 3D meshes and point clouds.

3d 3d-deep-learning 3dmatch artificial-intelligence computer-vision deep-learning geometry-processing point-cloud rgbd vision

Last synced: 31 Jul 2024

https://github.com/autonomousvision/differentiable_volumetric_rendering

This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"

3d-deep-learning 3d-reconstruction cvpr-2020 cvpr2020 differentiable-rendering dvr implicit-representions mesh-generation novel-view-synthesis

Last synced: 03 Aug 2024

https://github.com/ThibaultGROUEIX/AtlasNet

This repository contains the source codes for the paper "AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation ". The network is able to synthesize a mesh (point cloud + connectivity) from a low-resolution point cloud, or from an image.

3d 3d-deep-learning computer-vision cvpr2018 geometry-processing pytorch

Last synced: 31 Jul 2024

https://github.com/mit-han-lab/spvnas

[ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

3d-deep-learning architecture-search computer-vision deep-learning efficiency lidar point-cloud pytorch semantickitti

Last synced: 31 Jul 2024

https://github.com/vita-epfl/monoloco

A 3D vision library from 2D keypoints: monocular and stereo 3D detection for humans, social distancing, and body orientation.

3d-deep-learning 3d-detection 3d-object-detection 3d-vision computer-vision covid-19 deep-learning human-pose-estimation iccv2019 icra2021 kitti-dataset machine-learning object-detection openpifpaf pifpaf pose-estimation pytorch uncertainty

Last synced: 03 Aug 2024

https://github.com/fregu856/3DOD_thesis

3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.

3d-deep-learning 3d-detection autonomous-driving computer-vision deep-learning machine-learning object-detection pytorch

Last synced: 07 Aug 2024

https://tobias-kirschstein.github.io/nersemble/

[Siggraph '23] NeRSemble: Neural Radiance Field Reconstruction of Human Heads

3d-deep-learning 3d-face-reconstruction avatars digital-humans dynamic-nerf nerf neural-fields novel-view-synthesis siggraph2023

Last synced: 31 Jul 2024

https://github.com/AutoVision-cloud/SA-Det3D

[ICCVW-2021] SA-Det3D: Self-attention based Context-Aware 3D Object Detection

3d-deep-learning 3d-detection autonomous-driving object-detection point-cloud pytorch

Last synced: 31 Jul 2024

https://github.com/hkust-vgd/lcd

[AAAI'20] LCD: Learned Cross-Domain Descriptors for 2D-3D Matching

2d-3d-correspondences 3d-deep-learning descriptors pytorch

Last synced: 31 Jul 2024

https://github.com/JonasSchult/dcm-net

This work is based on our paper "DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes", which appeared at the IEEE Conference On Computer Vision And Pattern Recognition (CVPR) 2020.

3d-deep-learning 3d-segmentation cvpr cvpr2020 dcm-net deep-learning scannet semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/ajhamdi/mvtorch

a Pytorch library for multi-view 3D understanding and generation

3d 3d-deep-learning deep learning multi-view multi-view-geometry multi-view-learning nerf pytorch pytorch3d

Last synced: 31 Jul 2024

https://github.com/cuge1995/PointCutMix

our code for paper 'PointCutMix: Regularization Strategy for Point Cloud Classification', Neurocomputing, 2022

3d-deep-learning data-augmentation deep-learning point-cloud

Last synced: 31 Jul 2024

https://github.com/ajhamdi/vointcloud

Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding (ICLR 2023)

3d 3d-deep-learning 3d-point-clouds deep-learning iclr

Last synced: 31 Jul 2024