Fasahar DeepFake a baya-bayan nan ta samu karbuwa a fagen fasahar kere-kere.
Menene ainihin DeepFake kuma ta yaya yake aiki?
Za mu bayyana tushen wannan fasaha. Har ila yau, za mu rufe kayan aiki da software masu samuwa.
Wannan jagorar zai ba ku cikakken bayyani na duk abin da kuke buƙatar sani game da DeepFake. Yi shiri don mamakin yadda AI zai iya canzawa da yin kafofin watsa labarai masu kyan gani tare da dannawa kaɗan.
Fahimtar Fasahar DeepFake
Menene ainihin Fasahar DeepFake?
Fasahar DeepFake wani nau'in hankali ne na wucin gadi. Masu sana'a na iya canza kayan watsa labarai ko ƙirƙirar sabon abun ciki na roba mai kamannin gaske.
Tare da wannan fasaha, zaku iya canza fuska a cikin bidiyo. Hakanan, zaku iya ƙirƙirar bidiyo na roba ko shirin sauti.
Fasahar DeepFake ta dogara da mahimman ka'idoji kamar Generative Adversarial Networks (GANs), Hanyoyin Sadarwar Jijiya (CNNs). Kuma, yana buƙatar manyan bayanai na hotuna da bidiyo
Yaya DeepFake Technology Aiki?
Yi tunanin samun damar gyara kafofin watsa labarai masu kama da sauti da gaske.
Wannan shine ainihin fasahar DeepFake! Amma ta yaya daidai yake aiki?
Za mu iya yin waɗannan magudi a kafofin watsa labarai godiya ga wucin gadi hankali. Algorithm na AI suna samun horarwa akan manyan hotuna, bidiyo, ko saitin bayanan sauti. Wannan horo yana ilmantar da algorithms akan samar da bayanan roba kwatankwacin ainihin bayanai.
Generative Adversarial Networks babbar hanyar fasahar DeepFake (GANs) ce. GANs sun ƙunshi cibiyoyin sadarwa guda biyu: cibiyar sadarwa ta janareta da cibiyar sadarwar wariya. Cibiyar sadarwa ta janareta ta ƙirƙira bayanan roba. Kuma, cibiyar sadarwa mai wariya tana kimantawa kuma ta raba shi da ainihin bayanai.
Kamar yadda cibiyar sadarwa ta janareta ke ƙirƙirar bayanan roba, cibiyar sadarwar wariya tana ba da ra'ayi kan yadda yake kama da ainihin bayanai. Muna amfani da wannan ra'ayin don daidaita hanyar sadarwar janareta. Kyakkyawan daidaitawa yana haifar da ƙarin kwatankwacin bayanan roba.
Muna maimaita wannan fasaha har sai bayanan roba ba a iya bambanta da ainihin bayanan. Bayan haka, fasahar DeepFake tana shirye don gyara kafofin watsa labarai da ke akwai. Don haka, yana iya samar da sabbin kayan watsa labarai gabaɗaya waɗanda ke kwaikwayi ainihin mutane da abubuwa.
Koyaya, wannan shine kawai titin dutsen kankara! Fasahar DeepFake gabaɗaya ta haɗa wasu mahimman ra'ayoyi masu yawa. Waɗannan sun haɗa da Convolutional Neural Networks (CNNs), kwamfutoci masu fa'ida, da hanyoyin ilmantarwa mai zurfi.
Menene Hanyar Generation DeepFake?
Tarin Bayanai
Dole ne mu fara tattara manyan bayanai na hotuna ko bidiyo na batun da aka yi niyya. Wannan Ana amfani da dataset don horar da AI Algorithms don ƙirƙirar bayanan roba wanda yayi daidai da ainihin bayanai.
Koyarwar Model
Muna horar da fasahar DeepFake akan bayanan da aka tattara. Yana yiwuwa ta amfani da algorithms masu ƙarfi kamar GANs da CNNs. Har ila yau, yana da mahimmanci a lura cewa ingancin bayanan horo da tsawon tsarin horo na iya samun tasiri mai mahimmanci akan sakamakon.
Ba ma samun sakamako mai gamsarwa idan bayanan horon ba su da inganci. ko kuma tsarin horo ya yi gajere sosai.
Jān kafar da
Da zarar an horar da su gaba daya, fasahar DeepFake na iya sarrafa kafofin watsa labarai na yanzu. Matakin magudi yana da mahimmanci. Kuna iya samar da bayanan da suke da alama na gaske amma aka ƙera su.
Wannan yana da abubuwa masu kyau da marasa kyau. Yana iya zama babban kayan aiki don maganganun fasaha.
Koyaya, ana iya amfani da shi don rarraba bayanan ɓarna ko sarrafa ra'ayin jama'a.
Kayayyakin Kayayyaki da Fasaha Da Ake Amfani da su Don Samar da Fasahar DeepFake
Akwai shahararrun hanyoyin software na DeepFake da yawa. Kowannensu yana da nasa tsarin fasali da iya aiki. Daga cikin sanannun sune:
HakkAn
DeepFaceLab an ƙirƙira shi ne kawai don haɓaka DeepFakes. Yana daya daga cikin mafi yawan amfani da kuma shaharar hanyoyin magance a cikin al'umma. Ana samun dama ga Windows kawai.
Fake App
Wani mashahurin zaɓin software na DeepFake shine FakeApp. Yana ɗaya daga cikin na farko da ya sami shahara.
Hakazalika, har yanzu yana ɗaya daga cikin mafi dacewa da mafita ga masu amfani. FakeApp yana samuwa ga kwamfutocin Windows da Mac.
ReFace
ReFace shine ingantaccen software na DeepFake ga mutane da kungiyoyi.
Shirin yana da tarin fasali da kayan aiki. Kuna iya ƙirƙirar DeepFakes masu inganci cikin sauƙi. Yana da amfani ga manufofi da yawa, gami da nishaɗi, talla, da ilimi.
canza fuska
Shahararriyar shirin DeepFake ne mai buɗaɗɗen tushe. Kuna musanya fuskoki a bidiyo da hotuna.
Wannan shirin yana amfani da algorithms masu ƙarfi na AI don ƙirƙirar hotuna da fina-finai na roba masu kama da gaske. Masu amfani suna yin bidiyo da memes masu ban dariya har ma suna amfani da su don ƙwararrun dalilai kamar samar da fim.
FaceSwap ya dace da Windows, Mac OS, da Linux.
Yadda Ake Gane DeepFake Media?
Fasahar Deepfake ta haɓaka sosai a cikin 'yan shekarun nan.
Don haka, magudin hotuna, da bidiyo sun zama ba a iya bambanta su da asali.
Wannan ya haifar da damuwa game da yiwuwar yin amfani da shi da kuma yada labaran karya. Masu bincike sun fara haɓaka dabarun gano zurfin karya don sarrafa waɗannan damuwa.
Don haka, wadanne fasahohi ne aka haɓaka don gano kafofin watsa labarai na DeepFake?
Yankewa
Deeptrace software ce ta gano DeepFake.
Yana aiki injin inji dabaru don gano ko da ƙananan bambance-bambance tsakanin kafofin watsa labarai na gaske da na karya. Wannan shirin yana nazarin bidiyo kuma yana gano bidiyon DeepFake a ainihin-lokaci.
Dandalin yana yin amfani da algorithms hangen nesa mai ƙarfi don tabbatar da sahihancin bidiyo.
Yana ƙara ƙarin kariya da amana. Deeptrace yana kare ku daga haɗarin bidiyon DeepFake. Hakanan, yana tabbatar da cewa abubuwan da kuke gani na gaske ne.
Hankali
Sensity kayan aikin gano DeepFake ne. Yana duba hotuna da bidiyo don alamun gyarawa.
Hankali yana amfani da yankan-baki hangen nesa na kwamfuta da dabarun koyon inji. Don haka, shirin shine ingantaccen kayan aiki don gano DeepFakes.
Yana iya gane ko da mafi yawan mintuna canje-canje da aka yi ga ainihin hoton.
Gaskiya
Truepic kamfani ne na fasaha wanda ke ba da sabis na tantance hoto da bidiyo.
Software yana bincika abubuwan dijital da aka bari a baya bayan sarrafa kafofin watsa labarai.
Fasahar Truepic tana ba da tabbacin cewa kayan ingantaccen ne kuma ba a gyara su ba. Yana ba masu amfani da ƙarin ƙarfin gwiwa a duniyar dijital.
Kunsa shi
Haɓaka fasahar DeepFake duka suna da ban sha'awa da ban tsoro.
A gefe guda, yana haifar da sababbin damar yin magana da fasaha da ƙira.
A gefe guda, yana iya watsa labaran karya da kuma karkatar da ra'ayin jama'a. Dole ne daidaikun mutane da ƙungiyoyi su san haɗarin da ka iya faruwa. Don haka, dole ne mu kusanci DeepFakes da taka tsantsan.
Dole ne mu sa ido sosai kan ci gaban wannan fasaha. Kuma, dole ne mu tabbatar da cewa ba a yi amfani da shi ba.
DeepFakes babbar fasaha ce idan an samar da ƙa'idodin ɗabi'a masu dacewa. Duk da haka, yana da mahimmanci a yi taka tsantsan.
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