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7 search results found

The Gan Zoo ⭐ 13,546

A list of all named GANs!

Open3d ⭐ 10,498

Open3D: A Modern Library for 3D Data Processing

3d Machine Learning ⭐ 8,647

A resource repository for 3D machine learning

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

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

A lightweight 3D Morphable Face Model library in modern C++

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.

Ab3dmot ⭐ 1,511

(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"

Nerfies ⭐ 1,459

This is the code for Deformable Neural Radiance Fields, a.k.a. Nerfies.

Meshcnn ⭐ 1,211

Convolutional Neural Network for 3D meshes in PyTorch

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

Hypernerf ⭐ 847

Code for "HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields".

Curated List Of Awesome 3d Morphable Model Software And Data ⭐ 664

The idea of this list is to collect shared data and algorithms around 3D Morphable Models. You are invited to contribute to this list by adding a pull request. The original list arised from the Dagstuhl seminar on 3D Morphable Models https://www.dagstuhl.de/19102 in March 2019.

Instruct Nerf2nerf ⭐ 662

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

Pointflow ⭐ 641

PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows

Medical image processing in Python

Monailabel ⭐ 496

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

Awesome Holistic 3d ⭐ 422

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

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

Epipolarpose ⭐ 366

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

Gaussian Painters ⭐ 334

Gaussian Painters using 3D Gaussian Splatting

Metrabs ⭐ 328

Estimate absolute 3D human poses from RGB images.

DIRT: a fast differentiable renderer for TensorFlow

Tineuvox ⭐ 214

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

3dmmasstn ⭐ 194

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

Awesome Gans And Deepfakes ⭐ 171

A curated list of GAN & Deepfake papers and repositories.

Go Tsne ⭐ 169

t-Distributed Stochastic Neighbor Embedding (t-SNE) in Go

Arkitbook ⭐ 154

ARKitの実践入門書「実践ARKit」のサンプルコードです。

Grabnet ⭐ 150

GrabNet: A Generative model to generate realistic 3D hands grasping unseen objects (ECCV2020)

Nobrainer ⭐ 139

A framework for developing neural network models for 3D image processing.

GRAB: A Dataset of Whole-Body Human Grasping of Objects

Spherical_regression ⭐ 125

PyTorch implementation of cvpr2019 paper "Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-Spheres".

Vfx Datasets ⭐ 121

Cross Modal Perceptionist ⭐ 116

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

3dpose_gan ⭐ 111

The authors' implementation of Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations

Viz_torch_optim ⭐ 96

Videos of deep learning optimizers moving on 3D problem-landscapes

Flex Convolution ⭐ 93

Source code for: Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds), accepted at ACCV 2018

Flux3d.jl ⭐ 90

3D computer vision library in Julia

Zerosimrosunity ⭐ 88

Robotic simulation in Unity with ROS integration.

Shapegan ⭐ 85

Generative Adversarial Networks and Autoencoders for 3D Shapes

3d Reconstruction With Neural Networks ⭐ 73

3D reconstruction with neural networks using Tensorflow. See link for Video (https://www.youtube.com/watch?v=iI6ZMST8Ri0)

Deforming Nerf ⭐ 72

Code for "Deforming Radiance Fields with Cages", ECCV 2022.

3D Vision functions with end-to-end support for deep learning developers, written in Ivy.

😮The official implementation of "CoNeRF: Controllable Neural Radiance Fields" 😮

Occlusions 4d ⭐ 66

Revealing Occlusions with 4D Neural Fields (CVPR 2022) - Official Implementation

CSGNet: Neural Shape parser for Constructive Solid Geometry

Spatial modeling using machine learning concepts

Poreflow Net ⭐ 50

3D CNN to predict single-phase flow velocity fields

Ai_upscaler_for_blender ⭐ 50

AI Upscaler for Blender using Real-ESRGAN

Neuraltexture ⭐ 45

Learning a Neural 3D Texture Space from 2D Exemplars [CVPR 2020]

Trescope ⭐ 45

Trescope is a comprehensive 3D machine learning development tool devoted to improve developing experience and speed in 3D field, which helps researchers and developers to label, debug, visualize various 3D data

Ebms_3dod ⭐ 41

Official implementation of "Accurate 3D Object Detection using Energy-Based Models", CVPR Workshops 2021.

Torch_integrated_cell ⭐ 41

Pulp Fiction Arkit ⭐ 40

An experiment using Volume to reconstruct Pulp Fiction's dance scene in Augmented Reality

Synthetic dataset generation for object-to-model deep learning

Semiparametric ⭐ 37

[TPAMI 2020] Generating Novel Views of Vehicles via Semi-parametric Guidance. A semi-parametric approach for synthesizing novel views of a rigid object from a single monocular image.

Keras Alzheimers 3d Conv ⭐ 33

Implementation of a 3D Convolutional Neutral Network in Keras on an Alzheimers Disease MRI Scan Dataset

Platonicgan ⭐ 32

Escaping Plato’s Cave: 3D Shape from Adversarial Rendering [ICCV 2019]

Convolutional Neural Network-Based Instance Segmentation Algorithm to Acquire Quantitative Criteria of Early Mouse Development

Awesome Gaussian Splatting ⭐ 29

A curated list of resources on Gaussian Splatting techniques, featuring seminal papers, cutting-edge research, practical implementations, and community discussions. Ideal for both beginners and experts.

Volumentations ⭐ 25

Augmentation package for 3d data based on albumentaitons

Pathbench ⭐ 25

Motion Planning Platform for classic and machine learning-based algorithms.

Pose Estimation Ekf ⭐ 24

3D Pose Estimation of the Planar Robot Using Extended Kalman Filter

Deep Multitask Architecture for Integrated 2D and 3D Human Sensing (CVPR 2017)

Vox2Vox: 3D GAN for image segmentation using tensorflow-keras

Keypoint Learning ⭐ 20

Code for "Learning a Descriptor-Specific 3D Keypoint Detector" and "Learning to detect good 3d keypoints" -ICCV 2015, IJCV 2018

Point_geometric_features ⭐ 20

Python wrapper around C++ utility to compute local geometric features of a point cloud

Pose Estimation Rgbd ⭐ 19

3D pose estimation of an RGB-D camera using the least squares technique

SIGNeRF: Scene Integrated Generation for Neural Radiance Fields

This is the rep of 'End-to-end Hand Mesh Recovery from a Monocular RGB Image'

Torchbox3d ⭐ 16

3D Perception toolbox.

Rootpainter3d ⭐ 16

RootPainter3D: Interactive-machine-learning enables rapid and accurate contouring for radiotherapy

People Inside ⭐ 15

A Real-Time People Counting Algorithm using Ultrasonic Sensors

Augment3d ⭐ 15

Data augmentation utility for machine learning on 3D point clouds

3dmmdepthfitting ⭐ 15

Efficient 3D Morphable Model Face Fitting using Depth Sensing Technologies

Palindrome.js ⭐ 15

3D visual probe for 3D monitoring and Digital Twinning

Amons-based quantum machine learning for quantum chemistry

3d Transforms ⭐ 14

3D Transforms is a library to easily work with 3D data and make 3D transformations. This library originally started as a few functions here and there for my own work which I then turned into a library.

Invariant Superpixel Features for Object Detection

Tridfusion ⭐ 13

TriDFusion (3DF) Medical Imaging Viewer

Machinelearningbodytrackingunity ⭐ 13

This proyect is a system body tracking using Machine Learning in Unity through Barracuda to move avatar 3d model

Donald Pinckney.github.io ⭐ 12

Multiaug ⭐ 12

Multi-modal data augmentation for machine learning

ML-based turbulence modeling for astrophysics

Quadricloss ⭐ 11

Learning Embedding of 3D models with Quadric Loss

Schwarz - The all-in-one community for 3D Artists and Enthusiasts.

The MultiScale Network for hierarchical regression (MS-Net) performs 3D regression based on a hierarchical principle: coarse inputs provide broad information about the data, and progressively finer-scale inputs can be used to refine this information.

3d Object Detection ⭐ 7

Weighted Unsupervised Learning for 3D Object Detection

Theiaengine ⭐ 7

All in one API to serve all Vision AI task

Blenderset Addon ⭐ 7

Blenderset is tool for creating synthetic training data using blender. It can be used to create random scenes consisting of a real background image, ontop of which random humans and vehicles models are rendered with random lighting. In addition to the rendered images, annotations are generated in form of pixelwise instance-segmentations and bounding boxes.

3dmmasstn Pytorch ⭐ 6

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

Geo3dfeatures ⭐ 6

Extract geometry features from 3D point clouds

Grouped3dconvpytorch ⭐ 6

Implementation of grouped 3D convolutions (with backward) in Tensor Comprehensions.

This is the starting code for endcoding an msprime TreeSequence Object into a 3D array for ML and visualization purposes

Multi Atlas Segmentation for 3D MRI

Ai Duet 3d ⭐ 5

3D music animation + machine learning (in development)

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