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/phase-field-pre-processor
Python code for CIPHER phase-field pre-processing
nhgowtham/semantic-segmentation
SOTA Semantic Segmentation Models in PyTorch
nhgowtham/3D-Machine-Learning
A resource repository for 3D machine learning
nhgowtham/apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
nhgowtham/awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
nhgowtham/Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
nhgowtham/best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
nhgowtham/CIPHER
A phase-field simulation tool for microstructure evolution in multi-component alloy systems
nhgowtham/Conditional-Logo-Generation-with-StyleGAN2
Logo generation based on general shape
nhgowtham/editGAN_release
nhgowtham/GAN-LTH
[ICLR 2021] "GANs Can Play Lottery Too" by Xuxi Chen, Zhenyu Zhang, Yongduo Sui, Tianlong Chen
nhgowtham/improved_CcGAN
Continuous Conditional Generative Adversarial Networks (CcGAN)
nhgowtham/LSGM
The Official PyTorch Implementation of "LSGM: Score-based Generative Modeling in Latent Space" (NeurIPS 2021)
nhgowtham/MaSMaker
nhgowtham/MeltpoolNet
MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning
nhgowtham/mmgeneration
MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.
nhgowtham/OptimizeMVS
[CVPR 2019] Conditional Single-view Shape Generation for Multi-view Stereo Reconstruction
nhgowtham/PlotNeuralNet
Latex code for making neural networks diagrams
nhgowtham/present
Code from Jeff Heaton's YouTube videos, articles, and conference presentations.
nhgowtham/pymks
Materials Knowledge System in Python
nhgowtham/python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
nhgowtham/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
nhgowtham/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
nhgowtham/pytorch-msssim
Fast and differentiable MS-SSIM and SSIM for pytorch.
nhgowtham/PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
nhgowtham/statismo
Framework for building Statistical Image And Shape Models
nhgowtham/stylegan_xl
[SIGGRAPH'22] StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets
nhgowtham/StyleNeRF
This is the open source implementation of the ICLR2022 paper "StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis"
nhgowtham/torch-fidelity
High-fidelity performance metrics for generative models in PyTorch
nhgowtham/torchio
TorchIO: medical imaging for deep learning.