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The Top 23 Machine Learning 3d Reconstruction Open Source Projects

Open source projects categorized as Machine Learning 3d Reconstruction
Categories > Graphics > 3d Reconstruction
Categories > Machine Learning > Machine Learning
Instant Ngp ⭐ 14,398
Instant neural graphics primitives: lightning fast NeRF and more
most recent commit 5 months ago
3d Machine Learning ⭐ 8,647
A resource repository for 3D machine learning
most recent commit a year ago
Nerfstudio ⭐ 7,811
A collaboration friendly studio for NeRFs
most recent commit 3 months ago
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
most recent commit 2 years ago
Gradslam ⭐ 1,162
gradslam is an open source differentiable dense SLAM library for PyTorch
most recent commit 10 months ago
Hashnerf Pytorch ⭐ 873
Pure PyTorch Implementation of NVIDIA paper on Instant Training of Neural Graphics primitives: https://nvlabs.github.io/instant-ngp/
most recent commit 5 months ago
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.
most recent commit 2 years ago
Zed Sdk ⭐ 656
⚡️The spatial perception framework for rapidly building smart robots and spaces
total releases 18most recent commit 5 months ago
Taichi Nerfs ⭐ 638
Implementations of NeRF variants based on Taichi + PyTorch
most recent commit 6 months ago
Monoport ⭐ 444
Volumetric Human Teleportation (SIGGRAPH 2020 Real-Time Live) Monocular Real-Time Volumetric Performance Capture(ECCV 2020)
most recent commit 2 years ago
Awesome Holistic 3d ⭐ 422
A list of papers and resources (data,code,etc) for holistic 3D reconstruction in computer vision
most recent commit 3 years ago
Taichi_3d_gaussian_splatting ⭐ 411
An unofficial implementation of paper 3D Gaussian Splatting for Real-Time Radiance Field Rendering by taichi lang.
most recent commit 6 months ago
Plan2scene ⭐ 293
Official implementation of the paper Plan2Scene.
most recent commit 3 years ago
Dad 3dheads ⭐ 286
Official repo for DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image (CVPR 2022).
most recent commit a year ago
Awesome State Of Depth Completion ⭐ 282
Current state of supervised and unsupervised depth completion methods
most recent commit 9 months ago
Humanrf ⭐ 254
Official code for "HumanRF: High-Fidelity Neural Radiance Fields for Humans in Motion"
most recent commit a year ago
Zed Unity ⭐ 231
ZED SDK Unity plugin
most recent commit 3 months ago
Lsm ⭐ 213
Code for Learnt Stereo Machines based on the NIPS 2017 paper
most recent commit 5 years ago
Unsupervised Depth Completion Visual Inertial Odometry ⭐ 168
Tensorflow implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)
most recent commit 9 months ago
Dataset ⭐ 113
News: the1k dataset is ready for download.
most recent commit 3 months ago
Flux3d.jl ⭐ 90
3D computer vision library in Julia
most recent commit a year ago
Tensor4d ⭐ 80
This is the official implementation of Tensor4D: Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering.
most recent commit a year ago
Calibrated Backprojection Network ⭐ 74
PyTorch Implementation of Unsupervised Depth Completion with Calibrated Backprojection Layers (ORAL, ICCV 2021)
most recent commit 2 years ago
The 2 Latest Releases In Machine Learning 3d Reconstruction Open Source Projects
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