lalithnag
Hi! 👋 I'm a medical systems engineer focused on deep learning & computer vision for healthcare, especially registration, segmentation & depth-reconstruction
Germany
Pinned Repositories
detcyclegan_pytorch
Mutually improved endoscopic image synthesis and landmark detection in unpaired image to image translation Sharan et al. 2021, IEEE JBHI
mvhota
A multi-view higher order tracking accuracy metric to measure temporal and spatial associations in multi-point tracking
suture-detection-pytorch
Point detection through multi-instance deep heatmap regression for sutures in endoscopy, Sharan et al. 2021, IJCARS
agency-jekyll-theme
Agency Theme for Jekyll
coockiecutter-ds-mod
lalithnag.github.io
I created this simple website, so I could talk about the work I do; connect with and learn from people who do cool stuff.
landmark-detection
This repo hosts a team-project on automatic segmentation of the mitral valve using 3D U-Net architecture.
miccai2019
Notes and highlights from MICCAI 2019
mr-us-fusion-biopsy
This repo talks about elastic deformable multi-modal registration between MRI & US volumes. This project was implemented with MeVis Lab, MDL (MeVisLab Definition Language) & 3D Slicer.
pytorch-lightning-pipeline
Provides pytorch-lightning utilities and model implementations for a basic DL project. Can also handle stereo-data
lalithnag's Repositories
lalithnag/lalithnag.github.io
I created this simple website, so I could talk about the work I do; connect with and learn from people who do cool stuff.
lalithnag/landmark-detection
This repo hosts a team-project on automatic segmentation of the mitral valve using 3D U-Net architecture.
lalithnag/miccai2019
Notes and highlights from MICCAI 2019
lalithnag/agency-jekyll-theme
Agency Theme for Jekyll
lalithnag/coockiecutter-ds-mod
lalithnag/cs231n
Working repository of cs231n course on CNN & Deep Learning offered by Stanford
lalithnag/cs231n-stanford
Working repository of cs231n course on CNN & Deep Learning offered by Stanford
lalithnag/distill-template
This is the repository for the distill web framework
lalithnag/EAD2019
Github pages
lalithnag/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
lalithnag/mr-us-fusion-biopsy
This repo talks about elastic deformable multi-modal registration between MRI & US volumes. This project was implemented with MeVis Lab, MDL (MeVisLab Definition Language) & 3D Slicer.
lalithnag/pytorch-lightning-pipeline
Provides pytorch-lightning utilities and model implementations for a basic DL project. Can also handle stereo-data
lalithnag/hyde
A brazen two-column theme for Jekyll.
lalithnag/mec-submission
lalithnag/monodepth2
Monocular depth estimation from a single image
lalithnag/particle
A simple portfolio Jekyll theme:
lalithnag/PSMNet
Pyramid Stereo Matching Network (CVPR2018)
lalithnag/pytorch-examples
Simple examples to introduce PyTorch
lalithnag/stereoendoscopy
This repo gives an overview of depth-mapping for stereo-endoscopy applications along with a short code snippet of stereo-calibration. This project was implemented in C++ with OpenCV Libraries.
lalithnag/VidCNN---Learning-Blind-Video-Denoising
VidCNN - Convolutional Neural Network for Blind Video Denoising
lalithnag/voxelmorph
Unsupervised Learning for Image Registration