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The Top 23 3d Deep Learning Open Source Projects

Open source projects categorized as 3d Deep Learning
Categories > 3d Deep Learning
Kaolin ⭐ 4,038
A PyTorch Library for Accelerating 3D Deep Learning Research
total releases 3most recent commit 4 months ago
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).
most recent commit 6 months ago
Sota Point Cloud ⭐ 1,349
🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey
most recent commit 3 years ago
Pyntcloud ⭐ 1,324
pyntcloud is a Python library for working with 3D point clouds.
dependent packages 19total releases 12most recent commit 5 months agopypi pyntcloud} Downloads
Tsdf Fusion Python ⭐ 892
Python code to fuse multiple RGB-D images into a TSDF voxel volume.
most recent commit a year ago
Convolutional_occupancy_networks ⭐ 723
[ECCV'20] Convolutional Occupancy Networks
most recent commit 9 months ago
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.
most recent commit a year ago
Differentiable_volumetric_rendering ⭐ 523
This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"
most recent commit 2 years ago
Spvnas ⭐ 509
[ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution
most recent commit 10 months ago
3dmatch Toolbox ⭐ 467
3DMatch - a 3D ConvNet-based local geometric descriptor for aligning 3D meshes and point clouds.
most recent commit 6 years ago
Tsdf Fusion ⭐ 343
Fuse multiple depth frames into a TSDF voxel volume.
most recent commit 5 years ago
Monoloco ⭐ 338
A 3D vision library from 2D keypoints: monocular and stereo 3D detection for humans, social distancing, and body orientation.
total releases 23most recent commit 2 years ago
3d_cnn_tensorflow ⭐ 244
KITTI data processing and 3D CNN for Vehicle Detection
most recent commit 5 years ago
3dod_thesis ⭐ 237
3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.
most recent commit 5 years ago
Vision3d ⭐ 197
Research platform for 3D object detection in PyTorch.
most recent commit 7 months ago
Computervisiondatasets ⭐ 168
most recent commit 6 years ago
Pytorch 3d Point Cloud Generation ⭐ 145
Pytorch code to construct a 3D point cloud model from single RGB image.
most recent commit 5 years ago
Sa Det3d ⭐ 132
SA-Det3D: Self-attention based Context-Aware 3D Object Detection (ICCV-AvVision-2021)
most recent commit 2 years ago
Dcm Net ⭐ 103
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.
most recent commit a year ago
Nphm ⭐ 97
[CVPR'23] Learning Neural Parametric Head Models
most recent commit 9 months ago
Lcd ⭐ 84
[AAAI'20] LCD: Learned Cross-Domain Descriptors for 2D-3D Matching
most recent commit 2 years ago
Deepmetahandles ⭐ 70
DeepMetaHandles: Learning Deformation Meta-Handles of 3D Meshes with Biharmonic Coordinates
most recent commit 2 years ago
Texturenet ⭐ 68
TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes
most recent commit 5 years ago
The 4 Latest Releases In 3d Deep Learning Open Source Projects
Kaolin ⭐ 4,038
A PyTorch Library for Accelerating 3D Deep Learning Research
total releases 3latest release May 03, 2023most recent commit 4 months ago
Pyntcloud ⭐ 1,324
pyntcloud is a Python library for working with 3D point clouds.
dependent packages 19total releases 12latest release May 27, 2022most recent commit 5 months agopypi pyntcloud} Downloads
D3d ⭐ 26
Devkit for 3D -- Some utils for 3D object detection based on Numpy and Pytorch
total releases 1latest release July 19, 2020most recent commit 2 years ago
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