Namuhla, kwabaningi, ukususa isici esiphazamisayo esithombeni akuseyona inkinga. Amakhono ayisisekelo ku-Photoshop noma amanethiwekhi e-neural anamuhla angaxazulula inkinga. Kodwa-ke, esimweni sevidiyo, isimo siba nzima kakhulu, ngoba udinga ukucubungula okungenani amafreyimu angu-24 ngomzuzwana wevidiyo.
Futhi nansi ku-Github uhlelo olusebenzisa lezi zenzo ngokuzenzakalelayo, olukuvumela ukuthi ususe noma yiziphi izinto ezihambayo kuvidiyo. Udinga nje ukukhetha into eyengeziwe ngohlaka usebenzisa ikhesa, futhi uhlelo luzokwenza okunye. Insiza inegama elilula - ividiyo-object-removal. Nokho, kusekelwe ezobuchwepheshe obuphambili.
Uhlelo lusebenzisa inethiwekhi ye-neural ecubungula ifremu yevidiyo ngohlaka, ishintshanisa into engadingekile noma umuntu onengemuva. Uhlelo lungashintsha kufikela kumafreyimu angama-55 ngomzuzwana, lwakha ingemuva ngokusekelwe esithombeni esizungezile. Nakuba uma uhlolisisa kuyacaca ukuthi indlela yokususa into isekude nokuphelela, imiphumela iyamangalisa.
Amanye amafreyimu abonisa ukuthi umkhondo we-phantom obala noma okhanyayo uhlala endaweni yomuntu "osusiwe". Iqiniso liwukuthi uhlelo luhlaziya kuphela ingemuva elitholakalayo futhi alikwazi njalo ukulidweba ngokwanele. Kuncike ebunzimeni besizinda - ukufana okulula nokufana, kungcono umphumela wokugcina.
Ukuze kuhlolwe, i-OS esetshenzisiwe kwakungu-Ubuntu 16.04, Python 3.5, Pytorch 0.4.0, CUDA 8.0, futhi ukucubungula kwenziwa ekhadini levidiyo le-NVIDIA GeForce GTX 1080 Ti. Imithombo ngokwayo ivuliwe futhi ingasetshenziswa yiwo wonke umuntu. Nokho, siyaqaphela ukuthi ubuchwepheshe obunjalo bungasetshenziselwa izinjongo ezinonya. Isibonelo, "ukufihla" ukwephulwa kwethrafikhi noma obunye ubugebengu obubanjwe ngekhamera.
Source: 3dnews.ru