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Search results for 3d deep learning

3d-deep-learning x

40 search results found

Kaolin ⭐ 4,038

A PyTorch Library for Accelerating 3D Deep Learning Research

Kaolin Wisp ⭐ 1,387

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

Sota Point Cloud ⭐ 1,349

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

Pyntcloud ⭐ 1,324

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

Tsdf Fusion Python ⭐ 892

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

Convolutional_occupancy_networks ⭐ 723

[ECCV'20] Convolutional Occupancy Networks

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

Atlasnet ⭐ 561

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.

Differentiable_volumetric_rendering ⭐ 523

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

3dmatch Toolbox ⭐ 467

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

Tsdf Fusion ⭐ 343

Fuse multiple depth frames into a TSDF voxel volume.

Monoloco ⭐ 338

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

3d_cnn_tensorflow ⭐ 244

KITTI data processing and 3D CNN for Vehicle Detection

3dod_thesis ⭐ 237

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

Vision3d ⭐ 197

Research platform for 3D object detection in PyTorch.

Computervisiondatasets ⭐ 168

Pytorch 3d Point Cloud Generation ⭐ 145

Pytorch code to construct a 3D point cloud model from single RGB image.

Sa Det3d ⭐ 132

SA-Det3D: Self-attention based Context-Aware 3D Object Detection (ICCV-AvVision-2021)

Dcm Net ⭐ 117

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.

[CVPR'23] Learning Neural Parametric Head Models

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

Deepmetahandles ⭐ 70

DeepMetaHandles: Learning Deformation Meta-Handles of 3D Meshes with Biharmonic Coordinates

Texturenet ⭐ 68

TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes

Awesome 3d Vision And Language ⭐ 62

A collection of 3D vision and language (e.g., 3D Visual Grounding, 3D Question Answering and 3D Dense Caption) papers and datasets.

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

Fast and Robust Registration of Partially Overlapping Point Clouds in Driving Applications

Cycleconsistentdeformation ⭐ 49

This repository contains the source codes for the paper "Unsupervised cycle-consistent deformation for shape matching".

Pointcutmix ⭐ 35

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

Devkit for 3D -- Some utils for 3D object detection based on Numpy and Pytorch

Awesome Point Cloud Deep Learning ⭐ 22

Paper list of deep learning on point clouds.

Point2mesh ⭐ 17

Meshing Point Clouds with Predicted Intrinsic-Extrinsic Ratio Guidance (ECCV2020)

3dcsgnet ⭐ 17

CSGNet for voxel based input

Generation3d ⭐ 11

3D Shape Generation Baselines in PyTorch.

TGNet: Geometric Graph CNN on 3-D Point Cloud Segmentation

Awesome 3d Object Detection ⭐ 10

list of papers, code, datasets and other resources

Vointcloud ⭐ 10

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

[AAAI-2024] Pytorch implementation of "ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field"

Parsenet Codebase ⭐ 8

Code base of ParSeNet: ECCV 2020.

A versatile framework for 3D machine learning built on Pytorch Lightning and Hydra [looking for contributors!]

GRNet: Geometric Relation Network for 3D Object Detection from Point Clouds

1-40 of 40 search results

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