Awesome Open Source

Programming Languages

Search results for pytorch 3d graphics

11 search results found

Open3d ⭐ 10,396

Open3D: A Modern Library for 3D Data Processing

Nerfstudio ⭐ 7,811

A collaboration friendly studio for NeRFs

Nnunet ⭐ 4,608

Mmdetection3d ⭐ 4,497

OpenMMLab's next-generation platform for general 3D object detection.

Kaolin ⭐ 4,038

A PyTorch Library for Accelerating 3D Deep Learning Research

3ddfa ⭐ 3,243

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

3d Resnets Pytorch ⭐ 2,677

3D ResNets for Action Recognition (CVPR 2018)

Flops Counter.pytorch ⭐ 2,606

Flops counter for convolutional networks in pytorch framework

3ddfa_v2 ⭐ 2,554

The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.

Objectron ⭐ 1,958

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following cat

3d Pointcloud ⭐ 1,940

Papers and Datasets about Point Cloud.

3dunetcnn ⭐ 1,750

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

Pytorch 3dunet ⭐ 1,721

3D U-Net model for volumetric semantic segmentation written in pytorch

Tutorials ⭐ 1,489

MONAI Tutorials

3d Ken Burns ⭐ 1,432

an implementation of 3D Ken Burns Effect from a Single Image using PyTorch

Meshcnn ⭐ 1,211

Convolutional Neural Network for 3D meshes in PyTorch

Neural_renderer ⭐ 1,027

"Neural 3D Mesh Renderer" (CVPR 2018) by H. Kato, Y. Ushiku, and T. Harada.

Torchsparse ⭐ 998

TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.

Complex Yolov4 Pytorch ⭐ 988

The PyTorch Implementation based on YOLOv4 of the paper: "Complex-YOLO: Real-time 3D Object Detection on Point Clouds"

Unsup3d ⭐ 981

(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

Neural_renderer ⭐ 940

A PyTorch port of the Neural 3D Mesh Renderer

Medmnist ⭐ 903

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

Medicalzoopytorch ⭐ 896

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

Text2mesh ⭐ 816

3D mesh stylization driven by a text input in PyTorch

Video Classification 3d Cnn Pytorch ⭐ 749

Video classification tools using 3D ResNet

Instruct Nerf2nerf ⭐ 662

Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions (ICCV 2023)

3d Reconstruction With Deep Learning Methods ⭐ 653

List of projects for 3d reconstruction

Pointflow ⭐ 641

PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows

3dmppe_posenet_release ⭐ 616

Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019

All-in-one Toolbox for Computer Vision Research.

Nextface ⭐ 599

A high-fidelity 3D face reconstruction library from monocular RGB image(s)

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.

Official repository accompanying a CVPR 2022 paper EMOCA: Emotion Driven Monocular Face Capture And Animation. EMOCA takes a single image of a face as input and produces a 3D reconstruction. EMOCA sets the new standard on reconstructing highly emotional images in-the-wild

Pytorch Medical Segmentation ⭐ 536

This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.

Stereo Rcnn ⭐ 517

Code for 'Stereo R-CNN based 3D Object Detection for Autonomous Driving' (CVPR 2019)

Monailabel ⭐ 496

MONAI Label is an intelligent open source image labeling and learning tool.

[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.

Pytorch Dense Correspondence ⭐ 460

Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation"

Flame_pytorch ⭐ 444

This is a implementation of the 3D FLAME model in PyTorch

Multidim Positional Encoding ⭐ 429

An implementation of 1D, 2D, and 3D positional encoding in Pytorch and TensorFlow

Point2mesh ⭐ 408

Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]

Clip Mesh ⭐ 401

Official implementation of CLIP-Mesh: Generating textured meshes from text using pretrained image-text models

[NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

Multiview Human Pose Estimation Pytorch ⭐ 388

This is an official Pytorch implementation of "Cross View Fusion for 3D Human Pose Estimation, ICCV 2019".

3dmppe_rootnet_release ⭐ 386

Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019

Fft Conv Pytorch ⭐ 383

Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.

A 3D electromagnetic FDTD simulator written in Python with optional GPU support

Pseudo 3d Pytorch ⭐ 374

pytorch version of pseudo-3d-residual-networks(P-3D), pretrained model is supported

Epipolarpose ⭐ 366

Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)

Geocode ⭐ 365

GeoCode maps 3D shapes to a human-interpretable parameter space, allowing to intuitively edit the recovered 3D shapes from a point cloud or sketch input.

Lightweight Human Pose Estimation 3d Demo.pytorch ⭐ 357

Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.

Gaussian Painters ⭐ 334

Gaussian Painters using 3D Gaussian Splatting

Pytorch_hmr ⭐ 331

pytorch version of "End-to-end Recovery of Human Shape and Pose"

Complex Yolo ⭐ 320

Complex-YOLO: Real-time 3D Object Detection on Point Clouds pytorch Darknet

Hyperspectral Classification ⭐ 309

Hyperspectral-Classification Pytorch

Fully Convolutional Geometric Features: Fast and accurate 3D features for registration and correspondence.

Ml Gmpi ⭐ 296

Official PyTorch implementation of GMPI (ECCV 2022, Oral Presentation)

C3dpo_nrsfm ⭐ 279

C3DPO - Canonical 3D Pose Networks for Non-rigid Structure From Motion.

Superpoint_transformer ⭐ 276

[ICCV'23] Official PyTorch implementation of Superpoint Transformer introduced in "Efficient 3D Semantic Segmentation with Superpoint Transformer"

3d Point Capsule Networks ⭐ 273

3D Point Capsule Networks

Planarreconstruction ⭐ 266

[CVPR'19] Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding

Awesome Automanous 3d Detection Methods ⭐ 265

Synergynet ⭐ 264

3DV 2021: Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry

Unet Zoo ⭐ 262

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

Code for paper "A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image". ICCV2019

[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics

Kiu Net Pytorch ⭐ 245

Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI

Person Reid 3d ⭐ 243

TNNLS'22 🗽 Parameter-Efficient Person Re-identification in the 3D Space 🗽

Gast Net 3dposeestimation ⭐ 243

A Graph Attention Spatio-temporal Convolutional Networks for 3D Human Pose Estimation in Video (GAST-Net)

RoMa: A lightweight library to deal with 3D rotations in PyTorch.

Tetra Nerf ⭐ 227

Official implementation for Tetra-NeRF paper - NeRF represented as triangulation of input point cloud.

Pytorchchamferdistance ⭐ 224

Implementation of the Chamfer Distance as a module for pyTorch

Genre Shapehd ⭐ 220

Code and Data Release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)

Pointnet ⭐ 211

PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

Scene Representation Networks ⭐ 210

Official Pytorch implementation of Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations

Pytorch_generalized_3d_lane_detection ⭐ 209

PyTorch implementation of 'Gen-LaneNet: a generalized and scalable approach for 3D lane detection'

Floorplantransformation ⭐ 206

Raster-to-Vector: Revisiting Floorplan Transformation

L2cs Net ⭐ 205

The official PyTorch implementation of L2CS-Net for gaze estimation and tracking

Vision3d ⭐ 197

Research platform for 3D object detection in PyTorch.

A PyTorch Implementation of MANO hand model.

[ECCV'18] 3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation

3d_pose_baseline_pytorch ⭐ 172

A simple baseline for 3d human pose estimation in PyTorch.

P2B: Point-to-Box Network for 3D Object Tracking in Point Clouds

R C3d.pytorch ⭐ 166

R-C3D pytorch implementation

Scanrefer ⭐ 163

[ECCV 2020] ScanRefer: 3D Object Localization in RGB-D Scans using Natural Language

Elektronn3 ⭐ 161

A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data

Emergent ⭐ 158

This is the new version of the emergent neural network simulation software, written now in Go (golang)

Layoutnetv2 ⭐ 147

PyTorch implementation of our IJCV paper: "Manhattan Room Layout Reconstruction from a Single 360 image: A Comparative Study of State-of-the-art Methods"

3dgnn_pytorch ⭐ 142

3D Graph Neural Networks for RGBD Semantic Segmentation

Pointconv_pytorch ⭐ 136

pytorch version of PointConv

Tutorial About 3d Convolutional Network ⭐ 136

Tutorial about 3D convolutional network

Object Detection Development ⭐ 135

Mvcnn_pytorch ⭐ 133

MVCNN on PyTorch

Pytorch Layoutnet ⭐ 132

Pytorch implementation of LayoutNet.

Sa Det3d ⭐ 132

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

V2v Posenet Pytorch ⭐ 127

PyTorch implementation of V2V-PoseNet with IntegralPose/PoseFix loss

"pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.

[NeurIPS 2022] Official code repository for "TANGO: Text-driven Photorealistic and Robust 3D Stylization via Lighting Decomposition"

Cross Modal Perceptionist ⭐ 116

CVPR 2022: Cross-Modal Perceptionist: Can Face Geometry be Gleaned from Voices?

Related Searches

Python Pytorch (15,943)

Deep Learning Pytorch (7,533)

Jupyter Notebook Pytorch (4,892)

C Plus Plus 3d Graphics (3,288)

Python 3d Graphics (3,276)

Machine Learning Pytorch (2,934)

Javascript 3d Graphics (2,781)

Dataset Pytorch (1,848)

Pytorch Convolutional Neural Networks (1,777)

Pytorch Neural Network (1,631)

1-11 of 11 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.