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Xuan Luo's Projects

localexpstereo icon localexpstereo

Continuous 3D Label Stereo Matching using Local Expansion Moves (TPAMI 2017)

mannequinchallenge icon mannequinchallenge

Inference code and trained models for "Learning the Depths of Moving People by Watching Frozen People."

mc-cnn icon mc-cnn

Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches

megadepth icon megadepth

Code of single-view depth prediction algorithm on Internet Photos described in "MegaDepth: Learning Single-View Depth Prediction from Internet Photos, Z. Li and N. Snavely, CVPR 2018". (Still updating :) )

midas-1 icon midas-1

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, arXiv:1907.01341"

models icon models

Models and examples built with TensorFlow

netdef_models icon netdef_models

Repository for different network models related to flow/disparity (ECCV 18)

netdef_slim icon netdef_slim

A python wrapper for tf to ease creation of network definitions.

nsvf icon nsvf

Open source code for the paper of Neural Sparse Voxel Fields.

opticalflow icon opticalflow

My utility library - Optical Flow adapted from [1]https://people.csail.mit.edu/celiu/OpticalFlow/

or_posts icon or_posts

Code for operations research related blog posts

patchmatch icon patchmatch

Randomized Correspondence Algorithm for Structural Image Editing

patchmatch-1 icon patchmatch-1

My dev repo for PatchMatch and other stereo correlation algorithms.

pconv-keras icon pconv-keras

Keras implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions"

pfmlib icon pfmlib

C++ functions for reading and writing .pfm images to and from opencv Mat object

pirm2018 icon pirm2018

Workshop and Challenge on Perceptual Image Restoration and Manipulation

pix2pixhd icon pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

pixel2style2pixel icon pixel2style2pixel

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation"

pytorch-nlp icon pytorch-nlp

Supporting Rapid Prototyping with a Toolkit (incl. Datasets and Neural Network Layers)

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