Daniel Konečný's Projects
Text of Bachelor's Thesis - Generating Faces with Generative Adversarial Networks.
Design Autoencoder for image denoising using Evolutionary Algorithm (Genetic Algorithm) as a project for Bio-Inspired Computers (BIN) Course at BUT FIT.
Correlate BTC transactions to a dataset of orders from darknet market place.
Functional project in FLP course at BUT FIT.
Logic project in FLP course at BUT FIT.
Generating faces with GANs and analyzing embedding space distribution for different classes as a Bachelor's Thesis at BUT FIT.
Git Workshop
Take photos and record videos with multiple Basler cameras at once. Change camera settings and log photo/video information. Project Practice (PP1) at BUT FIT.
Detect and classify traffic signs with Faster R-CNN and ResNet neural networks from photos as a team project for Convolution Neural Networks (KNN) Course at BUT FIT.
Text of Master's Thesis - Self-Supervised Learning for Sports Pose Recognition in Image.
Convolutional Recurrent Neural Network (CRNN) in TensorFlow 2.10 for Number Extraction.
Project 1 for PRL course at BUT FIT.
Migrating Birds Optimization algorithm for solving Knapsack Problem as a project for Soft Computing (SFC) Course at BUT FIT.
Classifying sports poses from image with time-contrastive neural network (self-supervised learning) as a Master's Thesis at BUT FIT.
Project 1 for Cryptography course at BUT FIT.
Project for course Artificial Inteligence and Machine Learning at BUT FIT.
Project implemented for Data Storage and Preparation (UPA) course at BUT FIT.