Pinned Repositories
Ambrosia_concentration_prediction_The_Great_Hacka_2023
A model trained for The Great Hacka 2023 by my team members Mihajlo Madžarević, Vid Nikolić, Jefimija Najdić, Luka Lazarević and me
bachelor_thesis
BullCowGame
Game made in UE4 but is still played on something that resembles terminal
hand_wave_detection
Hand wave detector which uses custom yolov5s as a backbone for hand detection and random forest for wave classifier.
handwriting-recognition
Benchmark of different network architectures for handwritten text recognition.
mixed_precision_dnn_pytorch
Pytorch implementation of the paper Mixed Precision DNNs: All you need is a good parametrization.
raf_rpg_reinforcement_learning
Multi-agent Reinforcement Learing system for efficient item collection and navigation in the raf-rpg-game.
tvm-quantization
Comparing different quantization schemes in terms of inference speed for ResNet50.
VidraCar
Autonomous driving system which supports steering angle prediction, obstacle detection and traffic sign detection. Work in progress.
ViT_implementation
Pytorch implementation of the paper An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.
Kovelja009's Repositories
Kovelja009/mixed_precision_dnn_pytorch
Pytorch implementation of the paper Mixed Precision DNNs: All you need is a good parametrization.
Kovelja009/ViT_implementation
Pytorch implementation of the paper An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.
Kovelja009/handwriting-recognition
Benchmark of different network architectures for handwritten text recognition.
Kovelja009/VidraCar
Autonomous driving system which supports steering angle prediction, obstacle detection and traffic sign detection. Work in progress.
Kovelja009/Ambrosia_concentration_prediction_The_Great_Hacka_2023
A model trained for The Great Hacka 2023 by my team members Mihajlo Madžarević, Vid Nikolić, Jefimija Najdić, Luka Lazarević and me
Kovelja009/self_driving_car_behavioral_cloning
Steering angle prediction using neural networks from Udacity's Self-Driving Car Nanodegree course
Kovelja009/Steering_angle_prediction_CV
Steering angle prediction using only computer vision techniques without neural networks
Kovelja009/tvm-quantization
Comparing different quantization schemes in terms of inference speed for ResNet50.
Kovelja009/hand_wave_detection
Hand wave detector which uses custom yolov5s as a backbone for hand detection and random forest for wave classifier.
Kovelja009/raf_rpg_reinforcement_learning
Multi-agent Reinforcement Learing system for efficient item collection and navigation in the raf-rpg-game.
Kovelja009/AIBG_2023
Kovelja009/algo_problems
Notes on different algo problems that I've solved
Kovelja009/AndroidProject
Mobile app for calorie tracking
Kovelja009/Banka-1-Backend
Kovelja009/Board_games
Kovelja009/Clustering-with-map-and-reduce
This is a university project where we did preprocessing and clustering with map and reduce functions of cell genome expressions.
Kovelja009/Concurrent-and-Distributed-Systems
Implementation of Suzuki Kasami token inside Chord system
Kovelja009/Distributed-Systems
Implementation of the Li algorithm, a modified version of Lai-Yang, in conjunction with the Spezialetti-Kearns algorithm to concurrently take snapshots of the system with multiple nodes as initiators.
Kovelja009/Game_of_life
About Famous cell "simulation" called "Game of Life" implemented with threads and processes.
Kovelja009/int8_tvm_benchmark
benchmark for different dtype inference times
Kovelja009/ML_proj_1
Kovelja009/quantum_bank
Kovelja009/Raf_Dnevnjak
An android app for chores priority organisation.
Kovelja009/rpi4_inference_test
Kovelja009/speech_recognition_assignment_one
First Assignment for Speech Recognition class where we need to do time and frequence analysis of the .wav file
Kovelja009/speech_recognition_assignment_two
Second Assignment for Speech Recognition class where we used DTW (Dynamic Time Warping) algorithm to detect which digit is the input sound or whether given sound is even a digit.
Kovelja009/speech_recognition_project
Project for Speech Recognition class where we used Convolutional Neural Networks combined with DTW (Dynamic Time Warping) algorithm to recognize commands from the input sound and execute the command in the small GUI app.
Kovelja009/Ta_xv6_V1_2024
First homework assignment for the course Operating Systems. Adding command history feature.
Kovelja009/titanic_survival_prediction
Kovelja009/YOLOnaut
Implementation and deployment of different YOLO versions from scratch for a project during Practical Seminar in Machine Learning organized by Microsoft Development Center Serbia.