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xzhang311's Projects

cgmos icon cgmos

Implementation of paper "CGMOS: Certainty Guided Minority OverSampling"

deepo icon deepo

A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment.

demos icon demos

Demos and tutorials around Torch7.

depthmap_dataset icon depthmap_dataset

Python Blender script to generate random scene, depth map and corresponding Stereo images for machine learning.

draw icon draw

Reimplementation of DRAW

imagenet icon imagenet

Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)

implicit-decoder icon implicit-decoder

The code for paper "Learning Implicit Fields for Generative Shape Modeling".

lofe icon lofe

Paper of layered optical flow estimation

mcmc icon mcmc

Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.

meshrender icon meshrender

A set of Python utilities for rendering 3D meshes with OpenGL

ml4a-ofx icon ml4a-ofx

A collection of openFrameworks apps for working with machine learning

models icon models

Models and examples built with TensorFlow

morphsnakes icon morphsnakes

Morphological snakes for image segmentation and tracking

mvsnet icon mvsnet

MVSNet: Depth Inference for Unstructured Multi-view Stereo (ECCV2018, Oral Presentaion)

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