Ubuchwepheshe be-DeepFake muva nje buthole ukuthandwa emkhakheni wobuhlakani bokwenziwa.
Iyini ngempela i-DeepFake futhi isebenza kanjani?
Sizochaza izinto eziyisisekelo zalobu buchwepheshe. Futhi, sizofaka amathuluzi afinyelelekayo kanye nesoftware.
Lo mhlahlandlela uzokunikeza ukubuka konke okuningiliziwe kwakho konke odinga ukukwazi nge-DeepFake. Lungiselela ukumangala ukuthi i-AI ingashintsha kanjani futhi yenze imidiya ebukeka ingokoqobo ngokuchofoza okumbalwa.
Ukuqonda i-DeepFake Technology
Iyini I-DeepFake Technology ngempela?
Ubuchwepheshe be-DeepFake wuhlobo lobuhlakani bokwenziwa. Ochwepheshe bangashintsha izinto zemidiya noma badale okuqukethwe okusha, okubukeka ngokwangempela kokwenziwa.
Ngale ndlela, ungashintsha ubuso kuvidiyo. Futhi, ungakha ividiyo yokwenziwa noma isiqeshana somsindo.
Ubuchwepheshe be-DeepFake buncike ezimisweni ezibalulekile ezifana nama-Generative Adversarial Networks (GANs), Convolutional Neural Networks (CNNs). Futhi, idinga amasethi edatha amaningi ezithombe namavidiyo
Isebenza Kanjani I-DeepFake Technology?
Zibone ngeso lengqondo ukwazi ukuhlela imidiya ebukekayo nezwakala iyiqiniso ngokwedlulele.
Yilokho ingqikithi yobuchwepheshe be-DeepFake! Kodwa isebenza kanjani ngempela?
Singenza lokhu kukhohlisa kumidiya sibonga ukuhlakanipha okungekhona okwangempela. Ama-algorithms e-AI aqeqeshwa ezithombeni ezinkulu, amavidiyo, noma amasethi edatha omsindo. Lokhu kuqeqeshwa kufundisa ama-algorithms ku ukukhiqiza idatha yokwenziwa uma kuqhathaniswa nedatha yangempela.
I-Generative Adversarial Networks iyindlela enkulu yobuchwepheshe be-DeepFake (GANs). Ama-GAN akhiwe amanethiwekhi amabili: inethiwekhi ekhiqizayo kanye nenethiwekhi yokucwasa. Inethiwekhi yokukhiqiza iyadala idatha yokwenziwa. Futhi, inethiwekhi yobandlululo iyayihlola futhi iyihlukanise nedatha yangempela.
Njengoba inethiwekhi yokukhiqiza idala idatha yokwenziwa, inethiwekhi yobandlululo inikeza impendulo yokuthi ifana kanjani nedatha yangempela. Sisebenzisa le mpendulo ukuze silungise inethiwekhi yokukhiqiza. Ukucushwa kahle kudala idatha yokwenziwa eqhathaniseka kakhulu.
Siphinda le nqubo kuze kube yilapho idatha yokwenziwa ingabonakali kudatha yangempela. Ngemuva kwalokho, ubuchwepheshe be-DeepFake bulungele ukulungisa imidiya ekhona. Ngakho-ke, ingakwazi ukukhiqiza izinto ezintsha zemidiya ezilingisa abantu bangempela nezinto.
Nokho, lokhu kumane kuyisiqephu seqhwa! Ubuchwepheshe be-DeepFake sebonke buhlanganisa eminye imibono eminingi eyisisekelo. Lokhu kufaka phakathi ama-Convolutional Neural Networks (CNNs), amakhompyutha asebenza kahle kakhulu, nezindlela zokufunda ezijulile.
Iyini i-DeepFake Generation Method?
Ukuqoqwa Kwemininingwane
Kufanele siqale siqoqe idathasethi enkulu yezithombe noma amavidiyo esihloko esiqondiwe. Lokhu Idathasethi isetshenziselwa ukuqeqesha i-AI ama-algorithms wokudala idatha yokwenziwa eqhathaniseka nedatha yangempela.
Ukuqeqeshwa Kwemodeli
Siqeqesha ubuchwepheshe be-DeepFake kudatha eqoqiwe. Kungenzeka ngokusebenzisa ama-algorithms anamandla afana nama-GAN nama-CNN. Kubalulekile futhi ukuqaphela ukuthi ikhwalithi yedatha yokuqeqeshwa kanye nobude benqubo yokuqeqesha ingaba nomthelela omkhulu kumphumela.
Asiyitholi imiphumela eqinisekisayo uma idatha yokuqeqeshwa ingeyekhwalithi ephansi. noma inqubo yokuqeqesha imfushane kakhulu.
zokukhwabanisa
Uma usuqeqeshwe ngokuphelele, ubuchwepheshe be-DeepFake bungasebenzisa imidiya yamanje. Isinyathelo sokukhohlisa sibalulekile. Ungakwazi ukukhiqiza ulwazi olubonakala luyiqiniso kodwa lwakhiwe.
Lokhu kunakho kokubili izici ezinhle nezimbi. Kungase kube yithuluzi elihle lokubonisa ubuciko.
Nokho, ingasetshenziswa ukusabalalisa ulwazi oludukisayo noma ukukhohlisa imibono yomphakathi.
Amathuluzi Nobuchwepheshe Okusetshenziselwa Ukukhiqiza I-DeepFake Technology
Kunezindlela ezimbalwa ezithandwayo zesoftware ye-DeepFake. Ngamunye unesethi yawo yezici namakhono. Phakathi kwezinto ezaziwa kakhulu yilezi:
I-DeepFaceLab
I-DeepFaceLab yakhelwe ngokukhethekile ukuthuthukiswa kwe-DeepFakes. Ingenye yezixazululo ezisetshenziswa kakhulu futhi ezidumile emphakathini. Ifinyeleleka kuphela ku-Windows.
I-FakeApp
Enye inketho yesoftware ye-DeepFake edumile yiFakeApp. Kwakungezinye zokuqala ezathola ukuduma.
Ngokufanayo, kusengenye yezixazululo ezifinyeleleka kakhulu nezisebenziseka kalula. I-FakeApp iyatholakala kumakhompyutha we-Windows ne-Mac.
I-ReFace
I-ReFace iyisisombululo sesoftware ye-DeepFake eqinile yabantu nezinhlangano.
Uhlelo lunenqwaba yezici namathuluzi. Ungakwazi ukukhiqiza kalula ama-DeepFakes aphezulu. Iwusizo ezinhlosweni ezimbalwa, okuhlanganisa ukuzijabulisa, ukumaketha, kanye nemfundo.
Ukushintshwa kobuso
Kuwuhlelo oludumile lwemithombo evulekile ye-DeepFake. Ushintsha ubuso kumavidiyo nezithombe.
Lolu hlelo lusebenzisa ama-algorithms we-AI anamandla ukudala izithombe nama-movie okwenziwa abukeka engokoqobo. Abasebenzisi benza amavidiyo ahlekisayo nama-meme futhi baze bawasebenzise ngezizathu zobungcweti njengokukhiqizwa kwama-movie.
I-FaceSwap iyahambisana ne-Windows, Mac OS, ne-Linux.
Ungayithola kanjani i-DeepFake Media?
Ubuchwepheshe be-Deepfake buthuthuke kakhulu eminyakeni yamuva.
Ngakho-ke, ukukhohliswa kwezithombe, nevidiyo kwaba yinto engabonakali kokwasekuqaleni.
Lokhu kuye kwavusa ukukhathazeka mayelana nokwenzeka kokusetshenziswa kabi kanye nokusabalalisa ulwazi olungamanga. Abacwaningi sebeqalile ukwenza amasu okuhlonza amanga ajulile ukuze balawule lezi zinkathazo.
Ngakho-ke, yibuphi ubuchwepheshe obuthuthukisiwe ukuthola imidiya ye-DeepFake?
I-Deeptrace
I-Deeptrace isofthiwe yokuthola i-DeepFake.
Iyasebenza ukufunda imishini amasu okuthola ngisho nokuhluka okuncane phakathi kwemidiya yangempela kanye nengamanga. Lolu hlelo luhlaziya amavidiyo futhi luthola amavidiyo e-DeepFake ngesikhathi sangempela.
Inkundla isebenzisa ama-algorithms anamandla okubona kwekhompyutha ukuze iqinisekise ubuqiniso bevidiyo.
Kwengeza izinga elengeziwe lokuvikela nokwethenjwa. I-Deeptrace ikuvikela ezingozini zamavidiyo we-DeepFake. Ngokufanayo, iqinisekisa ukuthi okuqukethwe okubonayo kuyiqiniso.
Ukuzwela
I-Sensity iyithuluzi lokuthola i-DeepFake. Iskena izithombe namavidiyo ukuthola izinkomba zokuguqulwa.
I-Sensity isebenzisa i-Cutting-Edge umbono wekhompyutha namasu okufunda ngomshini. Ngakho-ke, uhlelo luyithuluzi elisebenzayo lokubona i-DeepFakes.
Ingakwazi ukubona ngisho nezinguquko eziyiminithi eziningi ezenziwe ezithombeni zangempela.
I-Truepic
I-Truepic yinkampani yezobuchwepheshe enikezela ngezinsizakalo zokuqinisekisa izithombe nevidiyo.
Isofthiwe ihlola ama-artifact edijithali ashiywe ngemuva kokucubungula imidiya.
Ubuchwepheshe be-Truepic buqinisekisa ukuthi okokusebenza kuyiqiniso futhi akushintshiwe. Inikeza abathengi izinga elengeziwe lokuzethemba emhlabeni wedijithali.
Qedani
Imiphumela yobuchwepheshe be-DeepFake kokubili kuyathakazelisa futhi kuyethusa.
Ngakolunye uhlangothi, kudala amathuba amasha okuveza ubuciko nokuqamba izinto ezintsha.
Ngakolunye uhlangothi, ingase isakaze ulwazi olungaqondile futhi inyakaze imibono yomphakathi. Abantu nezinhlangano kumele bazi ngezingozi ezingaba khona. Ngakho-ke, kufanele sisondele ku-DeepFakes ngokuqapha.
Kufanele sibukele ukuthuthukiswa kwalobu buchwepheshe kubukwe ngokuqinile. Futhi, kufanele siqinisekise ukuthi ayixhashazwa.
I-DeepFakes iwubuchwepheshe obuhle kakhulu uma izimiso zokuziphatha ezifanele zikhona. Nokho, kubalulekile ukuqapha.
shiya impendulo