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/deepsphere-tf1
DeepSphere: a graph-based spherical CNN (TensorFlow)
nhgowtham/ml4a-ofx
A collection of openFrameworks apps for working with machine learning
nhgowtham/Aachen-Heerlen-Annotated-Steel-Microstructure-Analysis-Code
This is the supporting code for the Aachen-Heerlen Annotated Steel Microstructure Dataset.
nhgowtham/adamantine
Software to simulate heat transfer for additive manufacturing
nhgowtham/awesome-rl
Reinforcement learning resources curated
nhgowtham/Conditional_StyleGAN2_pytorch
nhgowtham/dash-slides
Make easy interactive slides in Python with Dash.
nhgowtham/datasets
Visualization of electron microscopy datasets with deep learning
nhgowtham/deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
nhgowtham/deepbayes-2019
Practical assignments of the Deep|Bayes summer school 2019
nhgowtham/dl-visualization
This is the source code for the animations in the series "Visualizing Deep Learning"
nhgowtham/ganlab
GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks
nhgowtham/Image-Driven-Machine-Learning-Approach-for-Microstructure-Classification-and-Segmentation-Ti-6Al-4V
nhgowtham/Keras-GAN
Keras implementations of Generative Adversarial Networks.
nhgowtham/keras-io
Keras documentation, hosted live at keras.io
nhgowtham/Manim-Tutorial
A tutorial for manim, a mathematical animation engine made by 3b1b
nhgowtham/manim_sandbox
manim-kindergarten's communal repository
nhgowtham/MDN-GAN
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design
nhgowtham/MICCAI-OpenSourcePapers
MICCAI 2020 Open Source Papers
nhgowtham/MicrostructureStatistics
nhgowtham/MyAnimations
In this repository you will find the code and files of my own animations of manim
nhgowtham/notebooks
Python notebooks
nhgowtham/porosity_GAN
Application on microstructure in addictive manufacturing based CGAN
nhgowtham/Predictions-of-thermal-fields-in-additive-manufacturing
Predicting Thermal Fields in AdditiveManufacturing by FEM simulations andMachine Learning
nhgowtham/progressive_growing_of_gans
Progressive Growing of GANs for Improved Quality, Stability, and Variation
nhgowtham/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
nhgowtham/shape-priors-from-pieces
Code repository for our MICCAI2020 ShapeMI workshop paper: "Learning Shape Priors from Pieces"
nhgowtham/stylegan2-ada
StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation
nhgowtham/SuperRes
Super resolution for microstructure datasets using Generative Adversarial Networks.
nhgowtham/Ti64PhaseField
Phase field codes for modeling phase transformations in Ti-6Al-4V