I-Collabora ishicilele ukuqaliswa kwesistimu yokufunda yomshini ukuze kuthuthukiswe ukusebenza kahle kokuminyanisa kwenkomfa ngevidiyo, okuvumela, esimweni sokudlulisa ividiyo ngobuso bombambi qhaza, ukwehlisa umkhawulokudonsa odingekayo izikhathi ezingu-10 kuyilapho kugcinwa ikhwalithi ezingeni H.264 . Ukuqaliswa kubhalwe nge-Python kusetshenziswa uhlaka lwe-PyTorch futhi kuvuliwe ngaphansi kwelayisensi ye-GPLv3.
Indlela ikuvumela ukuthi wakhe kabusha imininingwane yobuso elahlekile ngesikhathi sokudlulisela ngezinga eliphezulu lokucindezela. Imodeli yokufunda yomshini ikhiqiza ukugqwayiza kwekhanda elikhulumayo ngokusekelwe esithombeni sobuso esidluliswe ngokuhlukile sekhwalithi ephezulu kanye nevidiyo ewumphumela, ukulandelela izinguquko ekubonakaleni kobuso nokuma kwekhanda kuvidiyo. Ohlangothini lomthumeli, ividiyo idluliselwa nge-bitrate ephansi kakhulu, futhi ohlangothini lomamukeli icutshungulwa uhlelo lokufunda lomshini. Ukuze kuthuthukiswe ikhwalithi, ividiyo ekhiqiziwe ingacutshungulwa kusetshenziswa imodeli ye-Super-Resolution.
Source: opennet.ru