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superres

Super resolution for microstructure datasets using Generative Adversarial Networks.

superres-1

Super-resolution of multiphase materials by combining complementary 2D and 3D image data using generative adversarial networks

swd-pytorch

Sliced Wasserstein Distance (SWD) in PyTorch

tadpole-algorithms

Python package with tadpole algorithms

tadpole-share

General repo for TADPOLE-wide issues, docs & files

tadpole_submission_with_debm

test

the-gan-zoo

A list of all named GANs!

thermalcontrollpbf-drl

Code implementation of the paper "Thermal Control of Laser Powder Bed Fusion using Deep Reinforcement Learning".

ti64phasefield

Phase field codes for modeling phase transformations in Ti-6Al-4V

tmi

A collection of the papers/codes and datasets associated with the MICCAI 2020 Cranial Implant Design Challenge.

tooptix

Overview of the ToOptix Module and Addons

torch-fidelity

High-fidelity performance metrics for generative models in PyTorch

torchio

TorchIO: medical imaging for deep learning.

twostagevae

u-net-for-multi-class-semantic-segmentation

ucipp

UCI++: A huge collection of preprocessed datasets for supervised classification problems in ARFF format

uhcs

image feature extraction code for http://arxiv.org/abs/1702.01117

uhcsdb

Microstructure data visualization flask app: http://uhcsdb.materials.cmu.edu

ultra-data-efficient-gan-training

[Preprint] "Ultra-Data-Efficient GAN Training: Drawing A Lottery Ticket First, Then Training It Toughly", Tianlong Chen, Yu Cheng, Zhe Gan, Jingjing Liu, Zhangyang Wang

unet-nested-multiple-classification

This repository contains code for a multiple classification image segmentation model based on UNet and UNet++

variational-autoencoder

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

variationalautoencoder

An IPython notebook explaining the concepts of Variational Autoencoders and building one using Keras to generate new faces.

vision_transformer

wassersteingan

wassersteingan_gp-pytorch

Improved training of Wasserstein GANs

welding-microstructures-classification

Automating the labelling of microstructure patterns in microscope images of welding joints

youtube

YouTube channel related stuff