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3d-machine-learning

A resource repository for 3D machine learning

csm

Code release for "Canonical Surface Mapping via Geometric Cycle Consistency"

cvpr18-inaturalist-transfer

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018

densitypeakcluster

Python Code For 'Clustering By Fast Search And Find Of Density Peaks' In Science 2014.

gdrive-downloader

Download a gdrive folder or file easily, shell ftw.

models

Models and examples built with TensorFlow

munit

Multimodal Unsupervised Image-to-Image Translation

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

nni

An open source AutoML toolkit for neural architecture search and hyper-parameter tuning.

occupancy_networks

This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"

open_dataset

openlongtailrecognition-oltr

Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)

perceptualsimilarity

Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.

pose-transfer

Code for the paper Progressive Pose Attention for Person Image Generation in CVPR19 (Oral).

pyfishervector

Python implementation for Image Classification based on GMM dictionaries and fisher vectors.

pytorch3d

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

scops

SCOPS: Self-Supervised Co-Part Segmentation (CVPR'19)

stylegan_pytorch

The implementation of StyleGAN on PyTorch 1.0.1

svox

PlenOctrees construction + rendering PyTorch CUDA extension

tau-yihouxiang.github.io

unsupervised-disentangling

vid2vid

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

ws_dan

The official TensorFlow implementation of WS-DAN.

x-ray

The official source code for "X-Ray: A Sequential 3D Representation for Generation".