Marek Pokropiński

Machine Learning Engineer

Contact me: marek.pokropinski@proton.me

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Beauty GAN

Reimplementation of BeautyGAN in tensorflow based on paper BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network.
To run demo you need image from original dataset used in BeautyGAN paper.

Live demo Source code original Dataset

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PastaGAN

Style transfer convolutional neural network trained on FFHQ dataset and pasta images. Network architecture based on AnimeGAN.

Source code

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PPO for 2D racing car environment

My implementation of Proximal Policy Optimization algorithm in tensorflow tested on Car Racing environment from OpenAI Gym.

Source code

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PPO for Flappy Bird game.

Adapted FlappyBird clone written in python to be suited for reinforcement learning. Then used PPO algorithm to train Deep Neural Network to play the game.

Source code

Where you can find me:

Github

Linkedin