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Dusan Svilarkovic's Projects

arh icon arh

Rešenja zadataka sa vežbi iz predmeta "Arhitektura računara" na prvoj godini E2 FTN-a u Novom Sadu

bees icon bees

Data Science Lab 2020 - Bees

booking-clone icon booking-clone

Booking clone app with a backend Docker microservices architecture + Angular on the front-end side.

clickbaitonator icon clickbaitonator

Continuous Conditional text generation of clickbait newspaper articles. Using fine-tuned Pegasus text summarizer, with Fudge and PPLM conditional text generation models.

gaze-estimation icon gaze-estimation

Research internship where I was part of the FLASH project between Rice University and Baylor College of Medicine. Multimodal architecture (CNN + simple landmark NN), for gaze-estimation classification (gaze, not gaze), based on various inputs from face (eye region pics for CNN and face landmarks for Simple NN). Pytorch was used as DL framework and other relevant DS libraries.

grover icon grover

Code for Defending Against Neural Fake News, https://rowanzellers.com/grover/

hci-project icon hci-project

Project in Human-Computer Interaction at Faculty of Technical Science, Universty Novi Sad. Implementation of C# WPF

med-diagnosis icon med-diagnosis

Knowledge based system for medical diagnostics using the Bayesian Network, Propositional and Fuzzy Logic for disease inference.

nans-project icon nans-project

Implementation of ridge and lasso, numerical regularization methods on multivariable regressional model for Kaggle housing dataset.

objectroom icon objectroom

Reproduction and Generator of the Objects Room dataset from Deep Mind with included depth maps missing from the original dataset. Unity Perception SDK used for generation.

sam_pt icon sam_pt

SAM-PT: Extending SAM to zero-shot video segmentation with point-based tracking.

sc-2018-e2 icon sc-2018-e2

Soft Computing - 2018 - Računarstvo i automatika

tello icon tello

A Python interface for the Ryze Tello drone.

tellopy icon tellopy

DJI Tello drone controller python package

toastnotifications icon toastnotifications

Toast notifications for WPF allows you to create and display rich notifications in WPF applications. It's highly configurable with set of built-in options like positions, behaviours, themes and many others. It's extendable, it gives you possibility to create custom and interactive notifications in simply manner.

urma-svn icon urma-svn

Meta-scheme editor and data management software

vizdoom icon vizdoom

Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information. :godmode:

world-models icon world-models

Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch

world-models-spatial-temporal-awareness icon world-models-spatial-temporal-awareness

Project exploring the spatial and temporal awareness of the World Models paper created by David Ha. This project was developed for the Deep Learning course at ETH Zurich 2019.

worldmodels icon worldmodels

An implementation of the ideas from this paper https://arxiv.org/pdf/1803.10122.pdf

xmem icon xmem

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

yet_another_gaze_estimation icon yet_another_gaze_estimation

Practical project for the course Machine Perception 2020 at ETH Zurich, where my team got the 1st place on the leaderboard.

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