stefanherdy
Working on various machine learning projects and our new data science web page for @Graz-Institute-of-Biology
Institute of Computer Graphics and Vision, Graz University of Technology and Institute of Biology, University of GrazAustria
Pinned Repositories
biocrust-app
Webpage for deep learning based remote sensing and biomonitoring.
IIC
This is a code implementation of the paper Invariant Information Clustering for Unsupervised Image Classification and Segmentation
JESS
Joint Energy-Based Semantic Segmentation
Matlab-LSTM-VAE
Matlab Variational LSTM Autoencoder and Time Series Prediction for anomaly detection. Some code of my masters thesis. Download Link: https://pure.unileoben.ac.at/portal/files/6093740/AC16131071.pdf
pytorch-semantic-segmentation
Semantic Image Segmentation using Pytorch
SAM-GAN-Clustering
Implementation of Meta AI's Segment Anything Model to do an automated image annotation of simple microscope images and a modified GAN to cluster the preprocessed images according to their qualitative features
stefanherdy's Repositories
stefanherdy/Matlab-LSTM-VAE
Matlab Variational LSTM Autoencoder and Time Series Prediction for anomaly detection. Some code of my masters thesis. Download Link: https://pure.unileoben.ac.at/portal/files/6093740/AC16131071.pdf
stefanherdy/pytorch-semantic-segmentation
Semantic Image Segmentation using Pytorch
stefanherdy/SAM-GAN-Clustering
Implementation of Meta AI's Segment Anything Model to do an automated image annotation of simple microscope images and a modified GAN to cluster the preprocessed images according to their qualitative features
stefanherdy/JESS
Joint Energy-Based Semantic Segmentation
stefanherdy/deep-learning-semantic-segmentation-data-preprocessing-utils
Some data preprocessing scripts to generate label mask from Labelbox and ImageJ annotations to use them to train semantic segmentation deep learning models
stefanherdy/IIC
This is a code implementation of the paper Invariant Information Clustering for Unsupervised Image Classification and Segmentation
stefanherdy/stefanherdy
My personal repository
stefanherdy/stylegan2-ada-pytorch
StyleGAN2-ADA - Official PyTorch implementation
stefanherdy/vue-biocrust-app
stefanherdy/vue-personal-homepage
Vue App. Currently under developement.