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Marija Stojchevska's Projects

game-developement icon game-developement

Game development in C#. The main goal of the player is to surpass the scores of other players previously stored in the database. Main objective: the fish should eat green worms and avoid red worms and sharks.

handwritten-digit-recognition icon handwritten-digit-recognition

Comparison of a feed-forward neural network, a convolutional neural network, and an ensemble of neural networks in Keras for handwritten digit recognition problem.

icr icon icr

A Feed-forward Neural Network model in JAVA for Intelligent Character Recognition - trained and tested on the MNIST dataset. Classification accuracy up to 98.22%.

injective-flow-for-anomaly-detection icon injective-flow-for-anomaly-detection

Approximation of high-dimensional image distributions of different objects and textures from the MVTec dataset using injective flows. Goal: Detection of OOD images from manufacturing domain.

landing-page icon landing-page

A landing page generated in HTML and adapted for different screen sizes (Codeart Internship).

map-reduce icon map-reduce

А MapReduce programming model for parallel and distributed counting of a large number of symmetric / asymmetric relationships in Java. Providing highly efficient processing of big data by storing them on the HDFS.

online-ticket-store icon online-ticket-store

A responsive website for purchasing tickets for movies, concerts, theater plays, etc. Responsive web design (customized for all devices).

public-records icon public-records

Implementation of a web page based on a PSD template (Codeart Internship).

truthfinder icon truthfinder

Implementation of a web page based on a PSD template (Codeart Internship).

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