179 Open source projects that are alternatives of or similar to 3DShapeGen

Computing various norms/measures on over-parametrized neural networks

Morphing and Sampling Network for Dense Point Cloud Completion (AAAI2020)

Visual Odometry with Inertial and Depth (VOID) dataset

Code for GAN2Shape (ICLR2021 oral)

This repository contains code to replicate the experiments given in NeurIPS 2019 paper "One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers"

The open source mesh processing system

Implementation of ICML'2021:Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces

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

Official repository for the paper "Learning Local Neighboring Structure for Robust 3D Shape Representation"

Implementation of ICCV19 Paper "Learning Two-View Correspondences and Geometry Using Order-Aware Network"

[ICCV 2021] Our work presents a novel neural rendering approach that can efficiently reconstruct geometric and neural radiance fields for view synthesis.

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

CVPR2021 paper "Learning Parallel Dense Correspondence from Spatio-Temporal Descriptorsfor Efficient and Robust 4D Reconstruction"

Training & Inference Code of PRNet in PyTorch 1.1.0

The 3D Public Transport Simulator is a Unity-based simulation, which uses OpenStreetMap data in order to support the simulation of worldwide locations. The development was part of a Bachelor thesis.

Code release for "Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency" (CVPR 2017)

ML/DL/RL paper notes

Photogrammetric Computer Vision Framework

A Collection of Algorithms for Relative Pose Estimation of a Calibrated Camera

[cvpr19] Demo, training and evaluation code for generating dense hand+object reconstructions from single rgb images

Implementation of CVPR'21: RfD-Net: Point Scene Understanding by Semantic Instance Reconstruction

Set of images for doing 3d reconstruction

[3DV 2021] DSP-SLAM: Object Oriented SLAM with Deep Shape Priors

[CVPR'17] Shape Completion using 3D-Encoder-Predictor CNNs and Shape Synthesis

🎓Automatically Update CV Papers Daily using Github Actions (Update Every 12th hours)

Dense 3D reconstruction from stereo (using LIBELAS)

A Robust, Real-time, RGB-colored, LiDAR-Inertial-Visual tightly-coupled state Estimation and mapping package

real-time 3D reconstruction of non-rigidly deforming scenes using depth data

ICON: Implicit Clothed humans Obtained from Normals (CVPR 2022)

Tensorflow implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)

Global L0 algorithm for regularity-constrained plane fitting

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

The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We significantly improve the systematic generalization of transformer models on a variety of datasets using simple tricks and careful considerations.

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 categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning

3D human face estimation and rendering from a single image

A python tool for fitting primitives 3D shapes in point clouds using RANSAC algorithm

Bundler Structure from Motion Toolkit

API to support AIST++ Dataset: https://google.github.io/aistplusplus_dataset

Python Wrapper for MeshFix: easily repair holes in PyVista surface meshes

a 3D-Reconstruction demo done with Kinect

A collaborative list of awesome CryoEM (Cryo Electron Microscopy) resources.

This demo uses a deep neural network and two generic cameras to perform 3D pose estimation.

A set of MATLAB utilities for multiple view geometry, provided alongside Hartley & Zisserman's "Multiple View Geometry in Computer Vision, Second Edition" (2004). Obtained from http://www.robots.ox.ac.uk/~vgg/hzbook/code/.

The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We develop a method for analyzing emerging functional modularity in neural networks based on differentiable weight masks and use it to point out important issues in current-day neural networks.

This repository contains the code for the paper "PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization"

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

[Siggraph 2017] BundleFusion: Real-time Globally Consistent 3D Reconstruction using Online Surface Re-integration

Implementation of the paper Recurrent Independent Mechanisms (https://arxiv.org/pdf/1909.10893.pdf)

Code for PCN: Point Completion Network in 3DV'18 (Oral)

Index repo for Kimera code

SoftPoolNet: Shape Descriptor for Point Cloud Completion and Classification - ECCV 2020 oral

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

Demonstration of different algorithms and operations on faces. Join the Discord channel for discussion.

[WACV 2021] Dynamic Plane Convolutional Occupancy Networks

generalize counter-examples of property-based testing

Implementation for paper "Learning Single-View 3D Reconstruction with Limited Pose Supervision".

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

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