JaninaMattes
Limitless learner. Student of a M.Sc. Computer Science in Munich, Germany. Interests in AI, Robotics, VR/AR.
Europe
Pinned Repositories
android-kubernetes-blockchain
Build a Blockchain enabled health and fitness app with Android and Kubernetes
angular-commerce
Angular components for scaffolding online store
Angular-Ecommerce-WebApp
ASPNet-Ecommerce-WebApp
:ice_cream: In this project a web application is created under the use of common web frameworks such as asp.NET and C#.
Autonomous-Explorer-Drone
Machine Learning Controlled Explorer Drone
autonomous-systems-exercises
in progress ...
Azul-2Player-Game-Solver
Implement model-based algorithms, such as Monte Carlo Tree Search (MCTS) or minimax, to construct a search tree and explore the game's state space. Evaluate and compare the performance of model-based and model-free algorithms (Q-learning, PPO) in terms of efficiency, optimality, and adaptability to different game scenarios.
build-your-own-x
Master programming by recreating your favorite technologies from scratch.
cookiecutter-flask
A flask template with Bootstrap 4, asset bundling+minification with webpack, starter templates, and registration/authentication. For use with cookiecutter.
detectron2_dla
Detectron2 for Document Layout Analysis
JaninaMattes's Repositories
JaninaMattes/detectron2_dla
Detectron2 for Document Layout Analysis
JaninaMattes/android-kubernetes-blockchain
Build a Blockchain enabled health and fitness app with Android and Kubernetes
JaninaMattes/angular-commerce
Angular components for scaffolding online store
JaninaMattes/ASPNet-Ecommerce-WebApp
:ice_cream: In this project a web application is created under the use of common web frameworks such as asp.NET and C#.
JaninaMattes/Autonomous-Explorer-Drone
Machine Learning Controlled Explorer Drone
JaninaMattes/Azul-2Player-Game-Solver
Implement model-based algorithms, such as Monte Carlo Tree Search (MCTS) or minimax, to construct a search tree and explore the game's state space. Evaluate and compare the performance of model-based and model-free algorithms (Q-learning, PPO) in terms of efficiency, optimality, and adaptability to different game scenarios.
JaninaMattes/cookiecutter-flask
A flask template with Bootstrap 4, asset bundling+minification with webpack, starter templates, and registration/authentication. For use with cookiecutter.
JaninaMattes/deep-vision
Learning and replicating famous deep learning models for computer vision tasks
JaninaMattes/fudge-android-springboot
Resource tracker and planner that offers tailored recepies using APIs such as Spoonacular or Edamam.
JaninaMattes/GAI-Visual-Synthesis
Exercises and own examples for the Generative AI and Visual Synthesis lecture and lab at the Computer Vision team.
JaninaMattes/janinamattes
My personal repository
JaninaMattes/janinamattes.github.io
JaninaMattes/jupyter-book
Create beautiful, publication-quality books and documents from computational content.
JaninaMattes/lucid
A collection of infrastructure and tools for research in neural network interpretability.
JaninaMattes/models
Models and examples built with TensorFlow
JaninaMattes/Pacman-Maze-Solver
An implementation of the front-to-end bi-directional heuristic search algorithm BAE* for classical planning, enabling a search agent to find all targets in the UCB Pacman challenge. Handle complex maze layouts, including obstacles, walls, and multiple food pellets.
JaninaMattes/playground
Play with neural networks!
JaninaMattes/prometheus
The Prometheus monitoring system and time series database.
JaninaMattes/PubLayNet
JaninaMattes/reddit-food-habits-NLPAnalysis
Perform sentiment analysis and topic modeling on collected Reddit user data to identify shifts in food habits during the COVID-19 pandemic
JaninaMattes/Robotics-Unity-VR-Game
Leveraging VRTK framework with Unity game engine to create a single player VR game with multiple game levels.
JaninaMattes/tensorflow
An Open Source Machine Learning Framework for Everyone
JaninaMattes/beautiful-jekyll
✨ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com
JaninaMattes/ClojureProgramming
Example projects and sample code featured in Clojure Programming (1st ed.) from O'Reilly
JaninaMattes/docker
Various docker files used in my projects.
JaninaMattes/hadoop
Apache Hadoop
JaninaMattes/masterthesis
📘 The official starter package for student theses @ LMU Media Informatics Group.
JaninaMattes/scientific-thesis-template
LaTeX template for Master, Bachelor, Diploma, and Student Theses
JaninaMattes/transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
JaninaMattes/yolov3
YOLOv3 in PyTorch > ONNX > CoreML > TFLite