mlaves Goto Github PK

3doct-pose-dataset

A data set containing 3D volumetric OCTs and the corresponding 6D acquisition poses.

bap_race

Python scripts for laptime and distance assessment during final challenge in first semester project at LUH.

bayesian-temperature-scaling

Code for "Well-calibrated Model Uncertainty with Temperature Scaling for Dropout Variational Inference" (NeurIPS Bayesian Deep Learning Workshop)

census-transform-pytorch

Implementation of the non-parametric census transform as PyTorch layer.

coteditor-cmake

CotEditor syntax highlighting for CMake files

curac_utils

Utilities for lecture "Computer- und roboter-assistierte Chirurgie"

dh

gpu_dashboard

A small single-server multiple-client app for visualizing GPU utilization in a research lab.

imes4d

Python modules for 4D image processing of optical coherence tomographies.

mattermostmeetingstatus

Small app that reads your calendar and sets your Mattermost status to "do not disturb" if you have meetings.

medical_diffusion

An educational repository implementing conditional probabilistic diffusion denoising models for medical imaging.

mlaves.github.io

My GitHub pages

mlx

MLX: An array framework for Apple silicon

mpsgraphmodels

Implementation of different machine learning models using Apple's Metal Performance Shaders Graph API.

my-emacs-config

My Emacs configuration for Python hacking.

nnpy

Creating a deep learning framework in pure NumPy. For educational purposes.

numpy-c-example

This repository gives example code for NumPy 1.7 C-API.

oct-classification-vae-regularization

Code for CARS 2019 paper "Retinal OCT disease classification with variational autoencoder regularization".

optimal-posterior-temperature

programming_drag_race

Drag race of the same problem implemented in different programming languages.

rdm

Easily set Mac Retina display to higher unsupported resolutions

uncertainty-bmt

Code for uncertainty estimation in computer-aided diagnosis for BMT 2019 submission.

uncertainty-deep-image-prior

On Uncertainty Estimation in Medical ImageDenoising with Bayesian Deep Image Prior

uncertainty-midl

Code for uncertainty estimation in computer-aided diagnosis for MIDL 2019 submission.

vocal_fold_segmentation

Helper program to segment laryngeal scenes with a Wacom tablet.

well-calibrated-regression-uncertainty

Code for our MIDL2020 submission "Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning".