Andrey Lukyanenko

Projects

Data science related projects

A training pipeline for neural nets in PyTorch

A pipeline for training neural nets using PyTorch-lightning and hydra.

This is my training pipeline for training neural nets in PyTorch. It is based on PyTorch-lightning as a wrapper over PyTorch code and hydra for managing configuration files.

Handwritten digit recognizer

A website where you can draw a digit and models will recognize it

An end-to-end deep learning project hosted on Heroku. You can draw one or multiple digits on a canvas, and a trained Pytorch model will make a prediction. Multiple digits are separated using OpenCV. Works both on desktop and mobile.