Jacek Kałużny

user = User()
user.name = "Jacek Kałużny"
user.nickname = "duszekjk"
user.age = 27
user.university.licentiate.field = "Bioinformatics"
user.university.licentiate.inProgress = False
user.university.licentiate.finished = True
user.university.magister.field = "Data Sience"
user.university.magister.inProgress = False
user.university.magister.finished = True
user.university.PhD.field = "Computer Sience"
user.university.PhD.inProgress = True
user.university.PhD.finished = False
user.university.name = "Adam Mickiewicz University Poznań"
user.university.short = "amu Poznań"
user.hashtags = ["bioinformatics", "ArtificialInteligence",
"DataScience", "NeuralNetworks",
Ultrawide fix image

Ultrawide fix

Netflix and Youtube

See More
Paradiso image


Mobile app for event for catholic young people in ...

See More
other projects image

other projects

See all of my projects

See More

Self Driving Car

This summer I decided to create self-driving software during my holiday. The simplest way was to use some car simulator to get data and test my software. I searched for online car simulator games and used the first one that I'd found.
Then I recorded some training, validation, and test data taking screenshots and labeling them with pressed keys on the keyboard.
The next step was the hardest, to design a neural network that would be able to predict how to behave in any situation on road. I had to take into account not only the quality of the predictions but also the simplicity of the network, so that computers could at once run game, and make predictions a few times a second. My first model was only able to return keys to press once per 3 seconds, which is definitely not enough. Finally, I got a model that was able to give quite satisfactory results in less than a second
Then holidays ended and I had to focus on other projects, but I hope that someday I would be able to go back and finish it. In the meantime, you can watch the video created, when I was three weeks in this project.

All news

Duszekjk Jacek Kałużny

This website uses cookies because it is a website