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3d-machine-learning

A resource repository for 3D machine learning

abhisheknaiidu

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alignet

code to train a neural network to align pairs of shapes without needing ground truth warps for supervision

arxivwiki

enriched e-Prints

badges

:pencil: Markdown code for lots of small badges :ribbon: :pushpin: (shields.io, forthebadge.com etc) :sunglasses:. Contributions are welcome! Please add yourse!

csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

jh3y

meshcnn

Convolutional Neural Network for 3D meshes in PyTorch

pix2pix

Image-to-image translation with conditional adversarial nets

point2mesh

Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]

pointcnn.pytorch

A PyTorch implemetation of PointCNN (CS294-131 Course Proj)

pointnet.pytorch

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

prioritized-experience-replay

implement of prioritized experience replay

pymesh

Geometry Processing Library for Python

pytorch-a2c-ppo-acktr

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

stylegan-nada

surface-reconstruction-benchmark

A working copy of the code from "A Benchmark for Surface Reconstruction" by Berger et. Al