Duboko učenje za prepoznavanje simbola unutar računalne igre

undergraduate thesis

• Title (english): Deep learning for symbol recognition inside computer game
• Author: Luka Ivanković
• Mentor: Domagoj Vlah (mentor)
• Committee member: Domagoj Vlah (predsjednik povjerenstva)
• Committee member: Mario Bukal (član povjerenstva)
• Committee member: Iva Manojlović (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2022-09-09, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Ovaj rad prikazuje proces izrade računalne igre Frka u Svemiru. Igra se bazira na tučnjavi između više igrača koji su skupa u igri. Cilj igre je spustiti protivničke životne bodove na nula. Igrači rade udarce tako da nacrtaju neki simbol na ekranu (trokut, zvijezda, krug) i ovisno o nacrtanom simbolu pokrene se drugačija vrsta napada. Prepoznavanje simbola odrađuje neuralna mreža. Arhitektura igre sastoji se od servera i klijenta. Server neprekidno prima i obrađuje podatke od spojenih klijenata i šalje trenutačno stanje igre svim klijentima. Server je rađen na programskom jeziku Python, a klijent na programskom jeziku C++.

Abstract (english)

This final work is showing process of making computer game Fuss in Space. The game is based of attacking between multiple players in same lobby. The goal of the game is to lower the hit points of all other players to zero. Players make attacks by drawing a sort of symbol on their screen (triangle, star, circle) and based on the drew symbol – different attack will be activated. Neural network is recognising which symbol is drawn. Architecture of game is made of server and clients. Server is continuously recieving and processing data from clients and is sending current game state to all clients. Server is made on Python programming language, and client on C++.

• Language: croatian
• URN:NBN: urn:nbn:hr:168:269011
• Study programme: Title: Computing; Study programme type: university; Study level: undergraduate; Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-01-15 10:21:07