sainatarajan

U-Net

A simple U-Net implementation for custom dataset. Just create required folders and place the images and then start training.

adabn-pytorch

EG3D-pytorch

unofficial code of the paper "Efficient Geometry-aware 3D Generative Adversarial Networks"

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Awesome-MRI-Reconstruction

DeepPhysX

Interfacing AI with numerical simulation.

devika

Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.

differentiable-sdf-rendering

Source code for "Differentiable Signed Distance Function Rendering" (Siggraph 2022)

Diffusion-Models-Papers-Survey-Taxonomy

Diffusion model papers, survey, and taxonomy

Evaluation-of-GANs

facefusion

Next generation face swapper and enhancer

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

meshGraphNets_pytorch

PyTorch implementations of Learning Mesh-based Simulation With Graph Networks

neural-deferred-shading

Multi-View Mesh Reconstruction with Neural Deferred Shading (CVPR 2022)

neural-radiosity-tutorial-mitsuba3

Implementation Tutorial for Neural Radiosity [Hadadan et al. 2021] in Mitsuba 3

NiftyMIC

NiftyMIC is a research-focused toolkit for motion correction and volumetric image reconstruction of 2D ultra-fast MRI.

PFSeg

Patch-free 3D Medical Image Segmentation

Pointregistation

Pointregistation for Nifftys

pytorch-transformers-template

This is a template for fast prototype relying on transformers, hydra, fairscale and deepspeed, etc.

RICOTTA_Software

This software reproduces the results from the paper called: "MULTI-FRAME SUPER-RESOLUTION MRI USING COUPLED LOW-RANK TUCKER APPROXIMATION" - C.Prévost, F. Odille (2022)

sitk-registration-volume-and-mesh

svox2

Plenoxels: Radiance Fields without Neural Networks, Code release WIP

TIGRE

TIGRE: Tomographic Iterative GPU-based Reconstruction Toolbox

tomosipo

A library for painless 3D tomographic reconstruction

Vox2Cortex

voxelmorph

Unsupervised Learning for Image Registration

WarpPINN

x-unet

Implementation of a U-net complete with efficient attention as well as the latest research findings

XraySyn

XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors