David Kolečkář's Projects
C++ port of the AprilTags library, using OpenCV (and optionally, CGAL)
Implementing VariationalEncoder, GAN and dcGAN in TF
Console Java SpringBoot application with rest api using in-memory h2 db
This app implements multiple EAs for constrained optimization, namely Stochastic Ranking, SPEA2 and NSGA2.
Genetic programing framework for various ILP problems with instances representable as permutation with repetition
ILP problems with solutions that can be meaningfully represented as permutations with repetition and variable length (pwravl). Using Gurobi solver.
Kafka app with REST api
Offers rest GET returning sorted responses (near-earth-space-objects) from NASA NeoWs rest api.
Multiple NLP models.
Reinforce algorihm (with baseline) solving Cartpole environment.
1on1 round-based game. Java 19 and JavaFX only.
SpringBoot app creating RESTful api for comunicating with Postgres database using JPA(Hibernate)
Transformer for tagging, using TF.
This app offers multiple evolution and local search algorithm for solving the Traveling Salesman Problem. GUI is written in PyQt