N

neural network

Распознавание дорожных знаков при помощи камеры и YOLOv5, вывод их иконок на экранную форму.

A 3rd year course project at Irkutsk State University. Used custom dataset from Yandex.Toloka to train. The dataset was provided by github.com/xitowzys

This is the first project donne for my deep learning class

A DCGAN toolkit for training on Deviant Art search queries using TensorFlow.

PassGAN implementation for the Cybersecurity Project at Saarland University. Added ability to learn based on dictionaries.

Implementation of a (fully connected) Neural Network from scratch in C++.

Game made in Python

This project is about machine learning for business.

The Team Sticky Sandwich driver source code and documentation.

A neural network visualizer in Godot, utilizing C++ dll for performance optimization.

AHAMoment

Case study: Compressing images taken on the surface of Mars using an autoencoder

This project was part of a python course in my University. I wanted to have a foundation for machine learning which I can build on after the course on my free time. Uses Tensorflow. GPU training supported.

Autoencoder for Wiretap Code Design for Multi-Mode Fiber Channels

An experiment on two algorithms that compute RBF centers and betas.

Talk to your computer, and then it talks back.

*** The project is developed in 2014 *** The project contains various implemented algorithms in machine learning, soft computing, face analysis, micro-motion detection and etc. So I decided to clean up the codes for others who may find it useful.