Intelligence Artificial ukwenza imifanekiso

⁤Kwihlabathi elikhulayo ledijithali, ukukwazi ukwenza imifanekiso umgangatho ophezulu ngokusebenzisa ikhompyutha kuthathe⁢ indima ebalulekileyo.⁤ "Kukubhadla okungeyonyani" ukudala Imifanekiso» (AI) iba yinto ephambili, ⁣kwaye ivumela ukuyilwa ⁢kwemathiriyeli yegrafiki enamanqanaba achukumisayo eenkcukacha kunye nenyani. Olu qeqesho luvelayo ludibanisa amandla okusebenza kwekhompyuter kunye nobugcisa, ubuchule kunye noyilo.

Inkqubela phambili yetekhnoloji ekhawulezileyo ikhokelele ekuveleni kobuchule bokufunda ngomatshini, isebe. yeArtificial Intelligence ethe yaba yimpembelelo yale ndlela yokudala umfanekiso. Ezi algorithms ziyakwazi ukufunda ukuvelisa umxholo wegraphic ukusuka kwidatha abayityiswayo, evumela ukuyilwa kwemifanekiso ngokuchanekileyo kunye neenkcukacha ezimangalisayo. Umdibaniso wetekhnoloji, ubugcisa kunye nobuchule yi-axis esembindini yolu hlobo olutsha lwemveliso yegraphic.

Kulo lonke eli nqaku, siza kuhlolisisa ngokubanzi ihlabathi elinomdla "I-Intelligence Intelligence yokudala iMifanekiso", ukusetyenziswa kwayo okunokwenzeka, iindlela eziphambili ezisetyenzisiweyo, iimpembelelo zokuziphatha kunye nezomthetho, kunye neendlela ezizayo kule ntsimi enomdla.

Inkqubela phambili yakutsha nje kubuNgcali boBugcisa boKudala iMifanekiso

Kwiminyaka yakutshanje, kukubhadla okungeyonyani (AI) ibonise amandla amakhulu kwinkalo yomfanekiso. Ubuchule obubizwa ngokuba I-GANs (Uthungelwano loNxibelelwano oluQhelekileyo), uhlobo lokufunda koomatshini olusebenzisa iinethiwekhi ezimbini ze-neural ukwenza imifanekiso eyinyani kwiisampulu zedatha ezingakhethiyo. Ngakolunye uhlangothi, inethiwekhi evelisayo izama ukuvelisa idatha efana ngokunokwenzeka kwidatha yoqeqesho, ngelixa inethiwekhi ecalulayo izama ukuhlula phakathi kwedatha yangempela kunye nedatha eyenziweyo. Ezi intanethi zimbini zikhuphisana rhoqo, okukhokelela ekudalweni kwemifanekiso ephezulu kunye nekhwalithi.

Ngokunxuseneyo, nezinye iindlela zobugcisa ziyaphononongwa njenge UYilo lokuVelisa, esebenzisa i-AI algorithms ukwenza imifanekiso emitsha ngokusekelwe kwiseti yeeparamitha ezichaziweyo kunye nezithintelo. Le ndlela isetyenziswa ngokukodwa kwintsimi yoyilo kunye noyilo lwemveliso, apho i-algorithms iyakwazi ukuvelisa inani elingenasiphelo lezisombululo zoyilo lwengxaki enikeziweyo, evumela abaqulunqi ukuba bahlolisise amathuba amatsha okudala. Ukongeza, ubuchule obubizwa ngokuba yiSimbo sokuGqithisela isebenzisa iinethiwekhi ze-neural ukusebenzisa isitayile yomfanekiso kwenye, ngokungathi sisihluzo, esikuvumela ukuba wenze imisebenzi emitsha yobugcisa kunye noyilo olulodwa.

• I-GANs (Uthungelwano loNxibelelwano oluQhelekileyo)
• UYilo lokuVelisa
• Ugqithiselo lwesimbo

Uphando kulo mmandla luyakhula, kwaye inkqubela phambili yamva nje ithembisa ukuguqula kungekuphela nje icandelo lokufota kunye noyilo, kodwa kunye nezinye iindawo ezinje ngeyeza, isayensi kunye nobunjineli.

I-Intersection: I-AI kunye ne-Digital Imaging

La ukwenziwa komfanekiso wedijithali inyuke yaya kwelinye inqanaba ngenxa yeArtificial Intelligence. Le nkqubela phambili yetekhnoloji ihlaziya ngokuguqukayo iseti yeendlela kunye nezixhobo ezisetyenziselwa ukuyila kunye nokuhlela imifanekiso kwifomathi yedijithali. Sabelana ngoluhlu oluneenkcukacha zotshintsho kunye neendlela ezintsha ezamkelwayo kuphuhliso lwegraphic kunye noyilo:

• I-AI iqala ukwenza imizobo yoyilo ngokwayo. Njenge-AutoDraw kaGoogle, eguqula iidoodle zibe yimifanekiso ebukhali.
• Itekhnoloji yokufunda koomatshini yenza ukuba iinkqubo ze-AI zitolike kwaye zisebenzise ulwazi olubonakalayo ngeendlela ezingazange zicingelwe ukuba zinokwenzeka.
• Imveliso ye-AI ye-Generative iguqula indlela abadali bomxholo wegraphic abasebenza ngayo kwaye bayila uyilo lwabo.
• Uhlalutyo lomfanekiso nge-AI lunceda ekuboneni nasekuphuculeni iingxaki zoyilo kunye neempazamo ezinokwenzeka ngoko nangoko.

La Intelligence Intelligence iguqula ilizwe lokufota kunye noyilo lwegraphic. I-AI ayiloncedo kuphela ngokusebenza ngokufanelekileyo, kodwa inokukhulula ubuchule bomntu ngendlela engazange ibonwe ngaphambili. Njengoko i-AI ikwazi ngakumbi kwaye ifikeleleka, amagcisa kunye nabayili bemizobo banethuba lokuphonononga imibono kunye nezimbo ezintsha ngoncedo lobu buchwepheshe butsha bunika umdla. Makhe sihlolisise indlela obu buchwepheshe buvumela ngayo ukuba senze imifanekiso:

• Ukucofa kwakhona ifoto kulula kwaye kuyakhawuleza ukubulela ukuqondwa komfanekiso we-AI.
• Iinkqubo ze-AI zinokwenza imifanekiso zisuka nje kwasekuqaleni, ukufunda kwimizekelo yezigidi yaye ivelisa iziphumo ezincumisayo.
• Convolutional neural networks, isebe ye AI, baye babonisa italente ekhethekileyo ekudaleni ukwakheka kunye neepateni ezizodwa.
• I-AI ivumele ukuyilwa kobuchule obutsha, obufana ne-"Deepfake,"⁤ evumela ukubekwa phezulu kobuso ngobunyani obunomtsalane.

Ubuchwephesha obuBalulekileyo kunye neZixhobo zokuYila iMifanekiso nge-AI

La ubukrelekrele bokuzenzela (AI) Ingene phantse kuzo zonke iinkalo zobomi bethu, kwaye intsimi yokudala imifanekiso kunye nokuhlela ayinjalo. I-AI inikezela ngeendlela ezahlukeneyo zobugcisa kunye nezixhobo eziququzelela kunye nokuphucula ukudalwa kwemifanekiso. Ubuchule obuyimfuneko bu Uthungelwano loMchasi ngokubanzi ⁢(GAN) eyenza imifanekiso emitsha esekelwe kulwazi olusuka kwi-a database. Ezi intanethi zenziwe ngamacandelo amabini: i-generator eyenza imifanekiso kunye nomcaluli ozama ukufumanisa ukuba imifanekiso iyinyani okanye yenziwe. Ngokuhamba kwexesha, ijenereyitha iba nobuchule ngakumbi ekulahlekiseni umcaluli, okukhokelela kwimifanekiso enenyani kakhulu Obunye ubuchule be-AI bubu ugqithiselo lwesimbo leyo, njengoko igama layo libonisa, ithatha isimbo somfanekiso omnye (njengomzobo odumileyo) kwaye iwusebenzise komnye.

Phakathi kwezixhobo ezibalulekileyo zokwenza ⁤imifanekiso nge-AI kukho isoftware efana ne I-DeepArt y Ukujula, esebenzisa i-AI algorithms ukuguqula iifoto zibe yimisebenzi yobugcisa. Esinye isixhobo esibalulekileyo yi-Runway ML, iqonga elivumelayo kumagcisa, Abaqulunqi kunye nabaphuhlisi basebenzisa i-AI ngaphandle kwesidingo solwazi lobugcisa. Esi sixhobo sinika i-interface ekulula ukuyisebenzisa eyenza amandla e-AI afikeleleke kumntu wonke.

• I-DeepArt- Guqula nayiphi na ifoto ibe ngumsebenzi wobugcisa usebenzisa izitayile zamagcisa adumileyo.
• Ukujula: sisixhobo sikaGoogle esisebenzisayo inethiwekhi ye-neural ukufumana kunye nokuphucula iipateni kwimifanekiso.
• Indlela yokubaleka ML-liqonga elibonelela nge-interface ekulula ukuyisebenzisa kwindalo yomfanekiso we-AI, ilungele amagcisa kunye nabayili.

Ngasinye kwezi zixhobo zibonelela ngeempawu ezizodwa, ezivumela abasebenzisi ukuba baphonononge kwaye bavavanye ukwenza umfanekiso osikiweyo. I-AI iguqula umhlaba wokudala imifanekiso, ibonelela ngobuninzi beendlela ezintsha kunye nezixhobo zabadali bemifanekiso.

Iingcebiso kunye neZenzo eziGqwesileyo zokuYila iMifanekiso ngobukrelekrele bokwenziwa

Njengoko singena kwihlabathi elikhethekileyo lokudalwa kwemifanekiso ngobukrelekrele bokwenziwa, sifumana uthotho lwe iingcebiso kunye nezenzo ezingcono oko kunokunceda ukwandisa kunye nokuphucula umgangatho womsebenzi. Okokuqala, kubalulekile ukuba ube nesethi yedatha yoqeqesho elungileyo. Ubukrelekrele bokwenziwa bufunda kwimiqulu emikhulu yolwazi, ngoko ke, kungundoqo ukuba ube neseti yedatha eyohlukeneyo kwaye emele uhlobo lwemifanekiso ofuna ukuyenza Ngokufanayo, kubalulekile ukuqinisekisa ukuba le datha Zibhalwe kakuhle ukuphepha iimpazamo ekufundeni koomatshini.

Ulawulo lweparamitha ngomnye umba obalulekileyo ekudalweni kwemifanekiso ngobukrelekrele bokwenziwa. Ezi parameters zigqiba ukuba imodeli ifunda njani kwaye inokuchaphazela ngokubalulekileyo⁢ imifanekiso eyenziwe. Ezinye zezona zibalulekileyo ziquka ubungakanani bebhetshi, izinga lokufunda, inani leepochs zoqeqesho, phakathi kwabanye. Nanga amanye amacebiso:

• Gcina ibhalansi kubungakanani beqashiso⁢: isayizi enye kukhulu kakhulu ingakhokelela kufundo olucothayo kwaye ifune inkumbulo eninzi, ngelixa ubungakanani obuncinci kakhulu busenokunganikezeli ngokwaneleyo okwahlukileyo kokumelwa kwedatha.
• Lungisa izinga lokufunda: Izinga eliphezulu kakhulu linokubangela ukuba imodeli ihlangane ngokukhawuleza, kodwa inokubangela ukugqithisa. Kwelinye icala, izinga eliphantsi kakhulu no kuyenza ukuba uqeqesho lucotha kakhulu.
• Beka iliso kwinani leepochs zoqeqesho: amaxesha amaninzi kakhulu anokubangela ukugqithisa, ngelixa abambalwa kakhulu banokungavumeli imodeli ukuba ifunde ngokwaneleyo.

Zombini izinto, ukusetyenziswa kwedatha yoqeqesho olusemgangathweni kunye nolawulo ngononophelo lweparameters, zibalulekile ukuphumeza ezona ziphumo zibalaseleyo kumfanekiso wobukrelekrele bokwenziwa.