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/aida-dataset-register.github.io
Information on datasets shared on the AIDA data hub.
nhgowtham/bimm
Repository for the Blurred Interface Mixture Model (BIMM) for analysis of tomography data.
nhgowtham/Conditional-GAN-for-garments-virtual-try-on
Conditional StyleGAN2 for virtual try on guided by densepose
nhgowtham/dash-sample-apps
Open-source demos hosted on Dash Gallery
nhgowtham/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
nhgowtham/Fatigue
Open source fatigue framework based on PRISMS-Plasticity CPFE simulation
nhgowtham/gan-1
Tooling for GANs in TensorFlow
nhgowtham/Hands-On-Image-Generation-with-TensorFlow-2.0
Hands-On Image Generation with TensorFlow 2.0, published by Packt
nhgowtham/MedMNIST
[v1 (ISBI'21) + v2] MedMNIST: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification
nhgowtham/MIA
Repository for 'Automatic Skull Defect Restoration and Cranial Implant Generation for Cranioplasty'. Skull Shape Completion Using Deep Learning (High resolution Volumetric Shape Completion)
nhgowtham/ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
nhgowtham/mmgeneration
MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.
nhgowtham/msds621
Course notes for MSDS621 at Univ of San Francisco, introduction to machine learning
nhgowtham/neper
Polycrystal generation and meshing
nhgowtham/neural-splines
Official Implementation of Neural Splines
nhgowtham/PelvicLandmarkIdentification
MATLAB function for the automatic identification of pelvic landmarks and coordinate systems on surface models of the pelvis
nhgowtham/PhaseFieldSolverDynamic
This repository is a fork of Phase-Field-DynamicMeshing. The addition primarily is the documentations.
nhgowtham/PIE-NET
nhgowtham/PolycrystalGraph
Code base for the graph neural network-based polygrain microstructure property prediction project
nhgowtham/pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
nhgowtham/pytorch-fid
Compute FID scores with PyTorch.
nhgowtham/PyTorch-StudioGAN
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
nhgowtham/pytorch-wgan
Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP
nhgowtham/s2cnn
Spherical CNNs
nhgowtham/stylegan3
Official PyTorch implementation of StyleGAN3
nhgowtham/SuperRes-1
Super-resolution of multiphase materials by combining complementary 2D and 3D image data using generative adversarial networks
nhgowtham/the-gan-zoo
A list of all named GANs!
nhgowtham/variational-autoencoder
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
nhgowtham/vision_transformer
nhgowtham/WassersteinGAN_GP-PyTorch
Improved training of Wasserstein GANs