20.500.12556/DKUM-71906 Interaktivno modeliranje terena z nevronskimi mrežami Interactive terrain modeling with neural networks V diplomskem delu smo implementirali generiranje terena z globokim učenjem. V ta namen smo uporabili pogojno generativno nasprotovalno mrežo (angl. conditional generative adversarial network) za tvorbo slike terena iz skic, kjer so označeni poteki vrhov in dolin. Naučena mreža omogoča interaktivno modeliranje terena, tako da uporabnik dopolnjuje skico, mreža pa sliko terena sproti prilagaja uporabnikovemu vnosu. Implementirali smo tudi prostorsko vizualizacijo generiranega terena z uporabo programskega vmesnika OpenGL. In our work, we have implemented terrain generation using deep learning. We have applied conditional generative adversarial networks to terrain synthesis from ridge and valley sketches. A trained network allows for interactive terrain modeling where the user completes the sketch, while the network adjusts the terrain to the user's input. We also implemented a spatial visualization of generated terrain using OpenGL. generiranje terena modeliranje terena nevronske mreže terrain generation terrain modeling neural networks true true false R. Novak Slovenski jezik Angleški jezik Diplomsko delo/naloga 2018-09-03 20:04:15 2018-11-14 08:13:50 2022-08-01 21:43:22 2019-07-11 18:58:57 2018 0 [Maribor 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.032.26(043.2) 21859606 URN:SI:UM:DK:OQOSR8KP UN_Novak_Robi_2018.pdf UN_Novak_Robi_2018.pdf 1 E56687EF0991BA8CDE86CEFCDCFA2AAE c96e3be8c68940b12c5cd213545df32a997f1375617d4c8bd6d6b6119b4f6b14 7dedda09-7c10-11eb-bb7a-00155d0001ca 20.500.12556/dkum/758d088d-bcff-483b-a50a-21ae4b323abe https://dk.um.si/Dokument.php?lang=slv&id=131270 UN_Novak_Robi_2018.zip UN_Novak_Robi_2018.zip 1 6DCAF9B51E61A18DA5FBB2F318ADA2D4 932830dc688327f640e2487f1d5ad8dc2f74a6549b3648b655b579d43714a18b 3f0541bc-7c10-11eb-bb7a-00155d0001ca 20.500.12556/dkum/3eda98d0-e408-48f4-833a-c5ffb1763e23 https://dk.um.si/Dokument.php?lang=slv&id=128537 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0