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Name: SvenK
Type: User
Company: https://github.com/Cardio-AI
Bio: Software Developer in the field of Computer Vision and Deep Learning.
Location: Heidelberg
Blog: https://ukhd.de/aicm
Name: SvenK
Type: User
Company: https://github.com/Cardio-AI
Bio: Software Developer in the field of Computer Vision and Deep Learning.
Location: Heidelberg
Blog: https://ukhd.de/aicm
Unsupervised Domain Adaptation (AX2SAX) for CMR images, Koehler et al. 2021, IEEE TMI
Ethereum based voting and smart contract implementation with test data and plug and play mining nodes and setup files.
Semantic Segmentation of CMR with a U-Net based architecture. Implemented in TF2.X. Trainings, prediction and evaluation scripts/notebooks for heatmap based right ventricle insertion point detection on cine CMR images. Koehler et al. 2022, BVM
Self-supervised method for cardiac phase detection in 4D CMR. Model consists of a deformable registration part, the derivation of the per-voxel deformation angle and a rule-set based on the physiological properties of a contracting ventricle. Implemented in TF2.X. Koehler et al. 2022, STACOM workshop @ MICCAI
Modified template for data-science, machine learning and deep learning projects.
File-wrapper for unknown data exploration. Example implementations of different file types (wave, JSON etc.) to filter and analyse unknown data structures for data science projects.
Functional U-Net for 2D/3D segmentation based on tf.keras
Multiclass image classification for technical drawings.
Implementation of different ML, DL and RL algorythms for educational purpose and as template for further work.
Voting app for urban improvements. Supports different source formats to easily create new suggestions.
REST-APi with different routes, different db backbones, orm and docker/ cloud foundry deployment files.
Text tokenizer and preprocessing wrappers and different sentiment classifier pipelines (SVM, naive bayes, word2vec) based on scikit-learn, nltk and tf.
Implementation of an own stack, virtual machine, profiler, assembler, and example opcode to run in this machine.
Stand-alone scripts to preprocess/trim wav files according to an rolling average.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.