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digitidentifier icon digitidentifier

DigitIdentifier is a Python application that implements a deep neural network only using numpy. The network was trained on the MNIST digit dataset. Furthermore, the training data is transformed, such that the network recognizes digits drawn by the user into a PyGame canvas.

kalahai icon kalahai

KalahAI is an implementation of the 2 player game Kalah. An AI can be added that searches the game tree using a minmax-algorithm with alpha beta pruning.

osm2obj icon osm2obj

A python script that creates a single object file based on the input of an open street map file. Streets, sidewalks, building, trees and other props are modeled and placed according to the map data and user configuration.

quizmanager icon quizmanager

The QuizManager is a python bot that allows users to create and manage questions with a specified lifetime. Users are able to submit their answer by adding a emoji reaction.

simple2dsmokesimulation icon simple2dsmokesimulation

Simple2DSmokeSimulation is a CMake/C++ application that simulates smoke in a 2D setting. The smoke is simulated using a grid based approach, which is GPU accelerated using compute shader.

simplepathtracer icon simplepathtracer

SimplePathTracer is a CMake/C++ application that lets the user create a scene defined by a signed distance field. Each frame a ray is shot through every pixel. Then the light path is calculated and averaged over time. The process is GPU accelerated using compute shaders.

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