Dusan Svilarkovic's repositories
dynamic_plane_convolutional_onet
[WACV 2021] Dynamic Plane Convolutional Occupancy Networks
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.
med-diagnosis
Knowledge based system for medical diagnostics using the Bayesian Network, Propositional and Fuzzy Logic for disease inference.
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.
airflights
Projekat iz Internet softverskih arhitektura.
ARH
Rešenja zadataka sa vežbi iz predmeta "Arhitektura računara" na prvoj godini E2 FTN-a u Novom Sadu
bees
Data Science Lab 2020 - Bees
booking-clone
Booking clone app with a backend Docker microservices architecture + Angular on the front-end side.
clickbaitonator
Continuous Conditional text generation of clickbait newspaper articles. Using fine-tuned Pegasus text summarizer, with Fudge and PPLM conditional text generation models.
ComputerGraphics
Project in SharpGL (OpenGL wrapper library for C#).
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.
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.
darknet
Convolutional Neural Networks
grover
Code for Defending Against Neural Fake News, https://rowanzellers.com/grover/
HCI-Project
Project in Human-Computer Interaction at Faculty of Technical Science, Universty Novi Sad. Implementation of C# WPF
index-sequential-database
Static Index Sequential Database implementation in C.
NANS-Project
Implementation of ridge and lasso, numerical regularization methods on multivariable regressional model for Kaggle housing dataset.
sam_pt
SAM-PT: Extending SAM to zero-shot video segmentation with point-based tracking.
sc-2018-e2
Soft Computing - 2018 - Računarstvo i automatika
soft-computing
Projekat iz Soft Computinga
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.
ViZDoom
Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information. :godmode:
vizdoomgym
Vizdoom wrapper for OpenAI gym
world-models
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch
WorldModels
An implementation of the ideas from this paper https://arxiv.org/pdf/1803.10122.pdf
XMem
[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model