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18 search results found

Pytorch3d ⭐ 8,011

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

Nerfstudio ⭐ 7,811

A collaboration friendly studio for NeRFs

Tensorspace ⭐ 4,487

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

👨 Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"

Kaolin ⭐ 4,038

A PyTorch Library for Accelerating 3D Deep Learning Research

Awesome Point Cloud Analysis ⭐ 3,695

A list of papers and datasets about point cloud analysis (processing)

3ddfa ⭐ 3,243

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

Awesome Hand Pose Estimation ⭐ 2,872

Awesome work on hand pose estimation/tracking

3d Resnets Pytorch ⭐ 2,677

3D ResNets for Action Recognition (CVPR 2018)

Hierarchical Localization ⭐ 2,653

Visual localization made easy with hloc

Flops Counter.pytorch ⭐ 2,606

Flops counter for convolutional networks in pytorch framework

Jeelizfacefilter ⭐ 2,570

Javascript/WebGL lightweight face tracking library designed for augmented reality webcam filters. Features : multiple faces detection, rotation, mouth opening. Various integration examples are provided (Three.js, Babylon.js, FaceSwap, Canvas2D, CSS3D...).

Simulator ⭐ 2,029

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

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

Coreml In Arkit ⭐ 1,513

Simple project to detect objects and display 3D labels above them in AR. This serves as a basic Template for an ARKit project to use CoreML.

3d Ken Burns ⭐ 1,432

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

Votenet ⭐ 1,357

Deep Hough Voting for 3D Object Detection in Point Clouds

Pyntcloud ⭐ 1,324

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

Medicaldetectiontoolkit ⭐ 1,249

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

Jeelizweboji ⭐ 1,050

JavaScript/WebGL real-time face tracking and expression detection library. Build your own emoticons animated in real time in the browser! SVG and THREE.js integration demos are provided.

Frustum Pointnets ⭐ 974

Frustum PointNets for 3D Object Detection from RGB-D Data

Learning Deep Learning ⭐ 943

Paper reading notes on Deep Learning and Machine Learning

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

Code for 3D object detection for autonomous driving

Iccv 2023 Papers ⭐ 806

ICCV 2023 Papers: Discover cutting-edge research from ICCV 2023, the leading computer vision conference. Stay updated on the latest in computer vision and deep learning, with code included. ⭐ support visual intelligence development!

Video Classification 3d Cnn Pytorch ⭐ 749

Video classification tools using 3D ResNet

Segmentanythingin3d ⭐ 713

Segment Anything in 3D with NeRFs (NeurIPS 2023)

2d And 3d Face Alignment ⭐ 693

This repository implements a demo of the networks described in "How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)" paper.

3d Reconstruction With Deep Learning Methods ⭐ 653

List of projects for 3d reconstruction

3d Convolutional Speaker Recognition ⭐ 634

🔈 Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

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

Awesome Scene Understanding ⭐ 610

😎 A list of awesome scene understanding papers.

Nextface ⭐ 599

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

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

Gan2shape ⭐ 552

Code for GAN2Shape (ICLR2021 oral)

Monailabel ⭐ 496

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

Structured3d ⭐ 474

[ECCV'20] Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling

3dmatch Toolbox ⭐ 467

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

Pytorch Dense Correspondence ⭐ 460

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

Multidim Positional Encoding ⭐ 429

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

Pix2vox ⭐ 428

The official implementation of "Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images". (Xie et al., ICCV 2019)

Awesome Holistic 3d ⭐ 422

A list of papers and resources (data,code,etc) for holistic 3D reconstruction in computer vision

Point2mesh ⭐ 408

Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

Lifting From The Deep Release ⭐ 391

Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"

OctNet: Learning Deep 3D Representations at High Resolutions

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

Visual Pushing Grasping ⭐ 383

Train robotic agents to learn to plan pushing and grasping actions for manipulation with deep reinforcement learning.

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.

Autonomousvehiclepaper ⭐ 355

无人驾驶相关论文速递

3d Deepbox ⭐ 351

3D Bounding Box Estimation Using Deep Learning and Geometry (MultiBin)

[CVPR'19] 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans

Deep3dportrait ⭐ 331

Deep 3D Portrait from a Single Image

Layoutnet ⭐ 329

Torch implementation of our CVPR 18 paper: "LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image"

Metrabs ⭐ 328

Estimate absolute 3D human poses from RGB images.

V2v Posenet_release ⭐ 324

Official Torch7 implementation of "V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map", CVPR 2018

Anipose ⭐ 315

🐜🐀🐒🚶 A toolkit for robust markerless 3D pose estimation

Hyperspectral Classification ⭐ 309

Hyperspectral-Classification Pytorch

SO-Net: Self-Organizing Network for Point Cloud Analysis, CVPR2018

Cascaded Fcn ⭐ 283

Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"

Graspnet Baseline ⭐ 280

Baseline model for "GraspNet-1Billion: A Large-Scale Benchmark for General Object Grasping" (CVPR 2020)

3d Coded ⭐ 280

Pytorch Implementation for the project : `3D-CODED` and `Learning Elementary Structure`

Superpoint_transformer ⭐ 276

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

Planarreconstruction ⭐ 266

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

Unet Zoo ⭐ 262

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

Apc Vision Toolbox ⭐ 258

MIT-Princeton Vision Toolbox for the Amazon Picking Challenge 2016 - RGB-D ConvNet-based object segmentation and 6D object pose estimation.

Splatnet ⭐ 254

SPLATNet: Sparse Lattice Networks for Point Cloud Processing (CVPR2018)

Relation Shape Cnn ⭐ 252

Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)

[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

Deep_marching_cubes ⭐ 228

Code for "Deep Marching Cubes: Learning Explicit Surface Representations", CVPR 2018

Genre Shapehd ⭐ 220

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

Rendernet ⭐ 217

Code for RenderNet: A deep convolutional network for differentiable rendering from 3D shapes

Deephyperx ⭐ 216

Deep learning toolbox based on PyTorch for hyperspectral data classification.

Tineuvox ⭐ 214

TiNeuVox: Fast Dynamic Radiance Fields with Time-Aware Neural Voxels (SIGGRAPH Asia 2022)

Pointnet ⭐ 211

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

L2cs Net ⭐ 205

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

Deeplung ⭐ 200

WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"

Scancomplete ⭐ 199

[CVPR'18] ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans

Evoskeleton ⭐ 198

Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"

3dmmasstn ⭐ 194

MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)

Neo 360 ⭐ 187

Pytorch code for ICCV'23 paper. NEO 360: Neural Fields for Sparse View Synthesis of Outdoor Scenes

Arc Robot Vision ⭐ 186

MIT-Princeton Vision Toolbox for Robotic Pick-and-Place at the Amazon Robotics Challenge 2017 - Robotic Grasping and One-shot Recognition of Novel Objects with Deep Learning.

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

Awsome_deep_geometry_learning ⭐ 181

A list of resources about deep learning solutions on 3D shape processing

Toronto 3d ⭐ 180

A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways

Dm Nerf ⭐ 177

🔥DM-NeRF in PyTorch (ICLR 2023)

Image To 3d Bbox ⭐ 177

Build a CNN network to predict 3D bounding box of car from 2D image.

Video Caffe ⭐ 173

Video-friendly caffe -- comes with the most recent version of Caffe (as of Jan 2019), a video reader, 3D(ND) pooling layer, and an example training script for C3D network and UCF-101 data

Animal_papers ⭐ 173

Awesome papers for markerless animal motion capture and 3D reconstruction.

Awesome Gans And Deepfakes ⭐ 171

A curated list of GAN & Deepfake papers and repositories.

Scanrefer ⭐ 163

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

Factored3d ⭐ 162

Code release for "Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene"

Singleviewreconstruction ⭐ 159

Official Code: 3D Scene Reconstruction from a Single Viewport

E3d_lstm ⭐ 158

e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond

Straps 3dhumanshapepose ⭐ 145

Code repository for the paper: Synthetic Training for Accurate 3D Human Pose and Shape Estimation in the Wild (BMVC 2020)

Awesome Point Cloud Scene Flow ⭐ 142

A list of point cloud scene flow papers, codes and datasets.

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