2023/07
A high-resolution large-scale dataset of pathological and normal white blood cells.
Nature – scientific data (5% centil).
Full Link
2022/2023
Project managment and programing of automated visual control of cheese. A project consisting of mechanical construction and its design, electro projection and subsequent creation together with the final software solution. The camera control included the integrity of the box, checking the date or the correct packaging of the ermine.
2019-2023
Automated code generation in LAbVIEW based on AI. Full read : here.
2022
Project managment and programing of sequencing table – camera control of an operator who performs the required process in pre-set sequences based on SAP.
2022/2023
Lead software programing of join project betwean VŠB-TUO and Elvac for realization of e-bycicle tester. As a part of an team we provided full scale application to control and measure all required parameters of e-bycicle. We also developed and supplied all the necessary electrical connections.
2022/2023
As a part of the Pinhole project, I did a research on possibilities of measuring micrometers hole with a special lasers and cameras. With other collegues we managed to create test bed and software to measure total amount of energy going thrue the micrometer holes.
2022/04
24 Hours coding event. For more informations see Hellaton event page.
2021/2022
A large-scale image dataset of wood surface defects for automated vision-based quality control processes
Full Link
2021
Machine Learning Used in Biomedical Computing and Intelligence Healthcare, Volume I
Full Link PDF download
2021
In collaboratiion with Mayr-Melnhof Holz Paskov realization of high speed imaging of wood planks (speed of 10m/s)
8/2020
Automated Detection of Acute Lymphoblastic Leukemia From Microscopic Images Based on Human Visual Perception.
Full Link
10/2020
Wood Recognition and Quality Imaging Inspection Systems
Full Link
2020
Realization of AI to imitate human like player with a certain human like mistakes. (Perfection is prohibited in some sort of game, because you would attract attention of non human player algorithms).
2020
Certification on financial markets, stocks, comodities, opce. Certification list.
2019-2020
International collaboration with Fraunhofer institute for image inspection and classification of wood errors with AI.
2019
Realization of automated lamp test module, without strict sequence (everything user based with huge variations).
2018-2019
Concept prove of creating a computer code, without expert system (no if-then rules). This was done with a back propagation of measured results into the evolutionary algorithms.
8/2018
Self learning car driving based on back propagation of crashes.
2018
As a part of my master degree I created a demo aplication with explained math behind reconstruction of 3D space, especially with a usage of paralax. This is called stereometry.
12/2017 – 1/2018
Creation of artificial inteligence for a game of TRON. Application of self learning neural network agents, which played against each other to improve and therefore learn the optimal strategy.
2017-2018
Creation of compiler and runtime, for customized scripting language.
2016-2017
Drive control + programming algorithms for setting light modules. From the base component to the final Lamp.
2014-2016
Compact Library and Universal Data Import Export xlsx toolkit for LabVIEW. Full impelentation of ECMA standards and no DLL usage. I did this solo, with a distribution help of ATEsystem s.r.o.
CLAUDIE_xlsx at NI.com
2016
The rework of the Oxford architecture, to which I have implemented my own adaptive algorithms. This was used to generate simulated signals from a pregnant woman with 3D wave propagation.
2014 – 2015
Measurement of eye signals (EOG – electrooculography) to control direction of agent in game of snake.