Pinned Repositories
AnatomicalLandmarks
Implementation of our MICCAI and invited IJCARS paper on detecting anatomical landmarks of the pelvis in X-ray images from arbitrary views.
deepsphere-tf1
DeepSphere: a graph-based spherical CNN (TensorFlow)
gp_regression
A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)
keras-MMD-Variational-Autoencoder
Keras version of the MMD-Variational-Autoencoder
MicroSim
MicroSim is a project under the National Supercomputing Mission, Govt of India. The project offers a set of codes that can use high performance computing to simulate microstructure evolution using the Phase Field technique. Follow us on LinkedIn: https://www.linkedin.com/company/microstructure-simulator/
ml4a-ofx
A collection of openFrameworks apps for working with machine learning
PDMdeepsphere
phase-field-pre-processor
Python code for CIPHER phase-field pre-processing
RobustVAE
Robuast Variational Autoencoder
semantic-segmentation
SOTA Semantic Segmentation Models in PyTorch
nhgowtham's Repositories
nhgowtham/AnatomicalLandmarks
Implementation of our MICCAI and invited IJCARS paper on detecting anatomical landmarks of the pelvis in X-ray images from arbitrary views.
nhgowtham/gp_regression
A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)
nhgowtham/keras-MMD-Variational-Autoencoder
Keras version of the MMD-Variational-Autoencoder
nhgowtham/3D-point-cloud-generation
Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction :grapes: (AAAI 2018)
nhgowtham/ConditionalStyleGAN
Conditional implementation for NVIDIA's StyleGAN architecture
nhgowtham/CT-image-DeepLearningRegression
Detect Defect Area in Cranial CT Scan Images Using CNN and ResNet
nhgowtham/deep-visualization-toolbox
DeepVis Toolbox
nhgowtham/face_vae
A VAE for CelebA
nhgowtham/GAN_Materials_Design
nhgowtham/GANotebooks
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
nhgowtham/generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
nhgowtham/HipImplantProject
Programming testing the structural functionality of a designed hip implant
nhgowtham/mapclient
A general framework for construction of workflows http://map-client.readthedocs.org/
nhgowtham/Masters-Thesis
Predicting mechanical properties of materials using Machine Learning techniques on reduced order representation of microstructures. Master's thesis project conducted in Indian Institute of Technology Madras
nhgowtham/Microstructure-Analysis
This repository is created for sharing the MTEX scrips for analysis of EBSD and XRD data, as well as DREAM.3D pipelines for RVE generation
nhgowtham/microstructure-gan
nhgowtham/ml
nhgowtham/modernbayesianworkflow
An example of Modern Bayesian Workflow
nhgowtham/pytorch-3d-point-cloud-generation
Pytorch code to construct a 3D point cloud model from single RGB image.
nhgowtham/pytorch-wgan-gp
A pytorch implementation of WGAN-GP
nhgowtham/rktan
nhgowtham/rough
nhgowtham/swd-pytorch
Sliced Wasserstein Distance (SWD) in PyTorch
nhgowtham/TADPOLE-share
General repo for TADPOLE-wide issues, docs & files
nhgowtham/TADPOLE_submission_with_debm
nhgowtham/ToOptix
Overview of the ToOptix Module and Addons
nhgowtham/TwoStageVAE
nhgowtham/uhcsdb
Microstructure data visualization flask app: http://uhcsdb.materials.cmu.edu
nhgowtham/WassersteinGAN
nhgowtham/Welding-Microstructures-Classification
Automating the labelling of microstructure patterns in microscope images of welding joints