I-Collabora iye yapapasha ukuphunyezwa kwenkqubo yokufunda ngomatshini ukuphucula ukunyanzeliswa kokunyanzeliswa kwenkomfa yevidiyo, evumela, kwimeko yokuhambisa ividiyo kunye nobuso bomthathi-nxaxheba, ukunciphisa umda ofunekayo ngamaxesha e-10 ngelixa ugcina umgangatho kwizinga le-H.264 . Ukuphunyezwa kubhalwe kwiPython kusetyenziswa isakhelo sePyTorch kwaye ivuliwe phantsi kwelayisensi ye-GPLv3.
Indlela ikuvumela ukuba uphinde uhlaziye iinkcukacha zobuso ezilahlekileyo ngexesha lokuhanjiswa kunye nomgangatho ophezulu woxinzelelo. Imodeli yokufunda yomatshini ivelisa i-animation yentloko ethetha ngokusekwe kumfanekiso wobuso ogqithiselwe ngokwahlukileyo okumgangatho ophezulu kunye nevidiyo esiphumo, ukulandelela utshintsho kwimbonakalo yobuso kunye nesikhundla sentloko kwividiyo. Kwicala lomthumeli, ividiyo ihanjiswa nge-bitrate ephantsi kakhulu, kwaye kwicala lomamkeli icutshungulwa yinkqubo yokufunda ngomatshini. Ukuphucula ngakumbi umgangatho, ividiyo eyenziweyo inokucutshungulwa kusetyenziswa imodeli ye-Super-Resolution.
umthombo: opennet.ru