Asigcini okanye sifikelele kwidatha yomsebenzisi, kwaye asinqumami iakhawunti ngaphandle kokuba igunya elisemthethweni lifune inyathelo lokunyanzelisa.
Uphando · Ukulungiswa kweMifanekiso

Umhleli weMifanekiso we-AI Ongacinezelwanga

Tshintsha, tshintsha isitayela, khanyisa ngokutsha, nxibisa ngokutsha okanye ulungise umfanekiso omnye osele ukhona ngokubhala isivakalisi esinye. Akukho zigqubuthelo, zihluzi, nokwala — kunye nendlela enye ebaluleke ngaphezu kwazo zonke ezinye zidibene.

Ihlaziywe nge-5 Septemba 2026IsikhokeloShannon 3 · ukulungiswa kwemifanekiso encokweni

Ngokufutshane

I-Shannon ilungisa umfanekiso omnye kanye osele ukhona isuka kumyalelo obhalwe ngolwimi olulula — akukho brashi, akukho sigqubuthelo, akukho kukhetha. Loo myalelo kufuneka uchaze okutshintshayo KWAYE okuhlalayo, kuba imodeli ivelisa ngokutsha isakhelo sonke: nantoni na ongayibizi ngegama njengengatshintshiyo inelungelo lokuphambuka. Ukubiza ngamagama iinxalenye ezingatshintshiyo — "gcina ubuso, ukuma nempahla kufana ncakasana" — lelona qhosha likhulu lomgangatho unalo. Indlela yokulungisa iyawamkela umyalelo ochasayo (indlela yombhalo-uye-kumfanekiso ayiwamkeli); faka apho iziphene ezingafunekiyo endaweni yokubhala "akukho X" kumyalelo. Imveliso ithatha ngokuzenzekelayo umlinganiselo wesimo womthombo. Akukho kuveliswa kwevidiyo kwaye akukho ndlela yokushukumisa umfanekiso. Ukulungisa kusebenza kwiqoqo lethu leeGPU kwi-app yencoko, ngaphandle kwesihluzi sesiqulatho nangaphandle komaleko wokwala.

Uninzi lwabantu abakhangela umhleli wemifanekiso we-AI ongacinezelwanga banomfanekiso omnye nengxaki enye: okungasemva akulunganga, ukukhanya kubuthathaka, ibhatyi inombala ongafanelekanga, kukho umntu ongaziwayo emi esakhelweni, kukho umbimbi kuloo skena — okanye ulungiso lusemthethweni ngokupheleleyo kodwa isixhobo abasisebenzisayo siyala ukusichukumisa. Eli phepha limalunga nokuyenza kakuhle loo nto: ingekuko ukuba nguwuphi umhleli onezilayidi ezininzi, koko ngumkhwa omnye owahlula ulungiso oluphumelelayo kulungiso oluthi kanti luyakha ngokutsha ubuso bomntu wakho ungajongile.

1
Umfanekiso womthombo kulungiso ngalunye
Ngokuzenzekelayo
Isimo somthombo sigcinwa
Ewe
Umyalelo ochasayo
Akukho
Isihluzi sesiqulatho

01Kuyintoni ngokwenene ukulungisa ngomyalelo

Ukulungisa kwe-AI okuqhelekileyo kukucela ukuba wenze wena inxalenye enzima: vula ikhanvasi, uzobe isigqubuthelo phezu kwendawo ofuna ukuyitshintsha, ubhale ibinzana elichaza into efanele ukungena ngaphakathi. Kuchanekile, kuyacotha, kwaye akuncedi nokuncedi ngoko nangoko xa utshintsho lwakho lungenamda ucacileyo — ukutshintshwa kokukhanya, ukutshintshwa kwempahla okutshintsha isantya somzimba, okanye ukulinganiselwa kwemibala kuwo wonke umfanekiso.

I-Shannon isebenza ngendlela echaseneyo. Akukhethi nto. Ubhala isivakalisi ngomfanekiso, nangalo naluphi na ulwimi, ize indawo iqondwe ngamazwi akho. Loo nto yenza ibe yenye indlela esebenzayo endaweni ye-inpainting engacinezelwanga kuye nabani na ofuna isiphumo endaweni yomsebenzi wokukhetha — inesiphumo esinye sobuchwepheshe ekufuneka usiqonde kuqala:

Ulungiso kukuveliswa ngokutsha kwesakhelo sonke, ngokusekelwe kumfanekiso wakho womthombo — ayilosiciko esifakwe kwinxalenye yaso. IModeli yeMifanekiso ifunda umfanekiso wakho wokuqala, ifunde umyalelo wakho, ivelise umfanekiso omtsha ekufanele ukuba ngumfanekiso wokuqala kunye notshintsho. Akukho nto imiswe ngokobuchwepheshe. Yonke ipikseli iyaxoxwa kwakhona kulungiso ngalunye.

Kungoko "isitrato saseTokyo esinemvula" — esigqibelele kwisixhobo esisebenzisa isigqubuthelo — sibuya nomntu owahluke kancinci emi kuso. Kwisixhobo sesigqubuthelo, isigqubuthelo besisithi umntu akachukunyiswa; apha isivakalisi sakho kufuneka sitsho. Umnqweno olungileyo: ukulungisa ngomyalelo kwenza into izigqubuthelo ezingenako ukuyenza — hambisa ilanga uze wenze amathunzi avumelane, tshintsha impahla uze ilaphu ligoqe phezu kokuma okusele kukho, tshintsha isitayela sefoto ibe yinki nemibala ecaba ngoxa ugcina ubume bomfanekiso. Ezo zilungiso azinamda wokuzobiwa; zibudlelwane obudlula kuso sonke isakhelo.

02Ukubethelela: elona qhosha likhulu lomgangatho

Ukubethelela kuthetha ukubhala wonke umyalelo wolungiso njengezigaba ezibini: isigaba sotshintsho (into efanele ukwahluka, ichazwe ngokuqinisekileyo nangokucacileyo) kunye nesigaba sokugcina (iinxalenye ekufuneka zisinde zingachukunyiswanga, zibizwe njengezibizo ezithile). Zombini ziyaxhasa — isigaba sotshintsho sodwa ngumnqweno nje. Ukuba uthatha into enye kweli phepha, mayibe le: isiphumo sakho silawulwa kukucaca kokubiza ngamagama into ehlalayo, ingekuko ukuba uyichaza ngobuchule obungakanani into etshintshayo.

Iindlela ezintathu iimiyalelo engabetheleliwanga ephambuka ngazo

  • Ukuphambuka kobuqu. Ubuso bubuya buphantse bulunge — impumlo eyahluke kancinci, umhlathi olungiswe buchule. Sesona siphoso sonakalisayo, kuba kunzima ukusibona efowunini kodwa sicaca kubani na omaziyo loo mntu.
  • Ukutshintshwa kwesitayela okungacelwanga. Ucele okungasemva okutsha; ufumene nokulinganiselwa kwemibala okutsha, ilensi entsha, kunye nejezi ebiqhele ukuba nemigca. Imodeli ifunde umyalelo njengenkcazelo yomfanekiso wonke ekujoliswe kuwo endaweni yotshintsho olusuka kumthombo.
  • Ukwanda kwesikali ngenxa yezichazi. "Okuchukumisa ngakumbi", "okucocekileyo", "okusemgangathweni ngakumbi" azibizi nto ngegama. Isichazi esingenasibizo sisebenza kuyo yonke into, ngoko yonke into iyashukuma.

Isigama sokubethelela

Izibethelelo zisebenza njengezibizo ezicacileyo. "Yigcine ifana" kubuthathaka — imodeli ayinakwazi ukuba kukufana kuphi okukhathalelayo. Khetha izinto ezintathu ukuya kwezintlanu ezibalulekileyo kulungiso lwakho uze uzibize ngamagama ngokucacileyo.

Into oyitshintshayoIzibethelelo ezifanele ukubizwa ngamagama
Okungasemva / indawoubuso neempawu zobuso, isitayela senwele, ukuma, izandla, impahla, i-engile yekhamera, isisikelo, ukukhanya phezu komntu
Ukukhanya / imvakaleloubuso, imbonakalo, isimbo solusu, ukuma, impahla, okuqulathwe kokungasemva, ubume besakhelo
Impahlaubuso, indevu okanye iinwele, ukuma, izandla, umlinganiselo womzimba, okungasemva, icala ukukhanya okuvela kulo, ukulinganiselwa kwemibala
Isitayela / indlelaubume bomfanekiso, ukuma, ubude beenwele, iimilo zempahla, inani labantu, isisikelo
Ukususa into / ukulungisayonke enye into esakhelweni — umntu, izakhiwo ezingqongileyo, iinkozo, ubume bemibala, umahluko, umbala
Umbala wento enyewonke omnye umbala kumfanekiso, kunye nesimbo nempahla yento etshintshiweyo

Qaphela umqolo wokugqibela. Ukutshintsha umbala kuphosakala ngokuthe cwaka, kuba "yenza ibhatyi ibomvu" imema ibhatyi eyakhiwe ngokutsha kwasekuqaleni — usikwa olutsha, impahla entsha, iinfolda ezintsha. Ngokubetheleliweyo: "tshintsha umbala webhatyi ekhoyo ibe bubomvu obunzulu, ugcina ukusikwa kwayo kanye, imithungo, isimbo selaphu nendlela ejinga ngayo." Isigaba esinye somahluko, isiphumo esingcono kakhulu.

03Imizekelo esebenzileyo: umyalelo obuthathaka, kutheni uphambuka, umyalelo obhalwe ngokutsha nobetheleliweyo

Isibini ngasinye esingezantsi yinjongo enye ebhalwe kabini. Uhlalutyo oluphakathi yeyona nxalenye unokuyithatha uyisebenzise kwenye indawo.

A. Ukubuyisela okungasemva

Obuthathaka
mbeke eTokyo

Kutheni uphambuka: lo uchaza umfanekiso ekuyiwa kuwo, hayi utshintsho olusuka kumthombo. Akukho nto ikhuselwayo ngalo mfazi kwaye akukho nto ibamba ikhamera imile, ngoko imodeli itshintsha ubume yaye imvelise ngokutsha ngoxa yakha imeko ekholelekayo.

Obetheleliweyo
Tshintsha okungasemva kube yindlela yokuwela yaseTokyo emanzi yimvula ebusuku, kunye neempawu zeneon ezibonakalisayo kwitha emanzi ngasemva kwakhe. Gcina ubuso, isitayela senwele, ukuma nempahla yalo mfazi kanye njengoko kunjalo, gcina i-engile yekhamera efanayo nesisikelo esifanayo, uze ulinganise ukukhanya kokungasemva okutsha nokukhanya okukhoyo phezu kwakhe.

Yintoni etshintshileyo: isigaba sokugcina sibethelela ubuqu, impahla nobume besakhelo, kwaye ibinzana lokugqibela lithi umda usonjululwa ngayiphi indlela — okungasemva kugobela ukukhanya komntu, kungekhona ngokuchaseneyo.

B. Ukukhanyisa ngokutsha

Obuthathaka
ukukhanya okungcono nceda

Kutheni uphambuka: "okungcono" sisichazi esingenasibizo. Imodeli kufuneka iyile inkcazelo, kwaye eyona ndlela ilula yokubonakala ingcono ekuveliseni ngokutsha kukugudisa ulusu, ukukhanyisa amazinyo nokwenza umhlathi ube mncinci. Ucele ukukhanya wafumana ukulungiswa kobuso.

Obetheleliweyo
Khanyisa ngokutsha le meko njengokukhanya kwefestile kwemva kwemini, okufudumeleyo nokuthambileyo, kunye nokuncipha okuthambileyo kwicala lasekunene lobuso kunye nethunzi elithambileyo eludongeni olungasemva. Gcina ubuso, imbonakalo, isimbo solusu, ukuma, impahla nokuqulathwe kokungasemva kungatshintshanga, uze ugcine ubume besakhelo obufanayo.

Yintoni etshintshileyo: ukukhanya kuchazwe ngokwesimo somzimba — icala, umgangatho, ubushushu, ukuncipha. Isimbo solusu sibetheleliwe ngokucacileyo, kuba ukukhanyisa ngokutsha kuxesha imodeli ihendwa kakhulu ukusigudisa sishenxe.

C. Ukunxibisa umntu ngokutsha

Obuthathaka
mnike isuti

Kutheni uphambuka: isuti itshintsha isantya somzimba, ngoko isifuba kufuneka siveliswe ngokutsha — nentloko ephezu kwaso ihamba nayo. Iimiyalelo yempahla engabetheleliwanga ngumthombo wesibini omkhulu wokuphambuka kobuqu emva kokutshintshwa kokungasemva.

Obetheleliweyo
Buyisela isikipa saloo ndoda ngesuti yeewuli enamacandelo amathathu emdaka, ihempe emhlophe yasemsebenzini kunye netayi yesilika eluhlaza okunzulu, ilungiselelwe indlela emi ngayo ngoku. Gcina ubuso bakhe, indevu, isitayela senwele, ukuma, izandla nomlinganiselo womzimba kufana ncakasana, gcina okungasemva kanye njengoko kunjalo, uze ugcine icala lokukhanya elifanayo nokulinganiselwa kwemibala okufanayo.

Yintoni etshintshileyo: "ilungiselelwe indlela emi ngayo ngoku" yenza impahla ithobele ukuma. Izandla zibetheleliwe ngokwahlukileyo, kuba izandla kuyo indawo apho iimiyalelo yempahla ibonakala kakhulu ukuwohloka.

D. Ukutshintsha isitayela sefoto

Obuthathaka
yenze ibe yi-anime

Kutheni uphambuka: igama lesitayela lodwa linikela yonke into — ubume bomfanekiso, isisikelo, iinwele, impahla, inani labantu — kwaye "i-anime" ngamashumi amathathu eminyaka ezizithethe ezingavisisaniyo. Ufumana umzobo olungileyo wemeko eyahlukileyo.

Obetheleliweyo
Zoba ngokutsha le foto njengesakhelo se-cel-animation sowe-1990 esizotywe ngenki ngesandla: ukuzaliswa kwemibala ecaba, ubugcisa bemigca yenki ebonakalayo, iigradient ezimbalwa, iqela lemibala elithambileyo. Gcina ubume bomfanekiso, ukuma komntu nendlela ajonge ngayo, ubude beenwele kunye neemilo zempahla zisaziwa, uze ugcine isisikelo esifanayo nenani elifanayo labantu esakhelweni.

Yintoni etshintshileyo: iimiyalelo yesitayela ifuna isibethelelo esahlukileyo. Awunako ukubethelela isimbo — isimbo yiyo kanye into ebuyiselwayo — ngoko ubethelela ubume: ubume bomfanekiso, ukuma, iimilo, isisikelo, inani labantu. Ukucela ukugcina "ulusu olubonakala luyinyani" phantsi kwe-cel animation kuyaziphikisa.

E. Ukususa into

Obuthathaka
akukho zimoto okungasemva

Kutheni uphambuka: ukukhanyela kusabeka ingqikelelo phambi kwemodeli kwaye akutsho nto ngento egcwalisa isithuba esishiywayo. Ukususa kufuna inkcazelo eqinisekileyo yendawo ekujoliswe kuyo neyokugcwalisa.

Obetheleliweyo
Susa imoto esilivere epakiweyo nomgqomo wenkunkuma kwicala lasekunene lesitrato, ugcwalise isithuba ngokuqhubeka kwendlela yokuhamba efanayo, umda wesitrato nodonga lwezitena. Gcina yonke enye into esakhelweni ifana ncakasana — umntu, ivenkile, iimpawu, ukukhanya nombala.

Yintoni etshintshileyo: into ekujoliswe kuyo ibizwa ngento, ngombala nangendawo; okugcwalisayo kuchaziwe, ngoko imodeli ayiyili sikwere apho kufanele ukubakho indlela yokuhamba; kwaye "yonke enye into" ipeleliwe yaba zizibizo zokwenene.

F. Ukulungisa ifoto eyonakeleyo

Obuthathaka
lungisa le foto indala kamakhulu

Kutheni uphambuka: "lungisa" ifundeka njengokuthi "phucula", kwaye ukuphucula ifoto endala kuthetha ukuyenza ibe yeyanamhlanje — ulusu olucocekileyo, umahluko ophezulu, nobuso obungasabubona ubukamakhulu wakho.

Obetheleliweyo
Lungisa umbimbi obhaqe kwikona ephezulu ekhohlo yale foto iskenweyo uze ususe amasuntswana othuli nemikrwelo emincinci emhlophe. Gcina yonke impawu yobuso, iinkozo zefilimu, ubume bemibala, umahluko nombala wokuqala we-sepia kanye njengoko kunjalo. Ungabukhaliphisi, ungalugudisi ulusu, ungatshintshi mbala.

Yintoni etshintshileyo: umonakalo ubaliwe, ngoko "lungisa" linesikali esichaziweyo, kwaye iinkozo nobume bemibala zibetheleliwe kuba zezenza uxwebhu lubonakale luyeyona mihla yalo. Izinto ezintathu ezalelweyo ngumzekelo onqabileyo apho ukukhanyela kufanelekile — yimiyalelo ngenkqubo, ingekuko ngezinto.

Isimo somyalelo olungileyo

Isakhelo
[Isenzi] i-[nto ethile ekujoliswe kuyo] ibe/ingene [siphumo esithile, sichazwe ngokucacileyo]. Gcina i-[zibethelelo ezi-3–5 ezibizwe ngamagama] zifana ncakasana. [Ngokukhethayo: isigaba esinye ngendlela utshintsho ekufuneka luhlobane ngayo nento ehlalayo.]

Zama amagama angama-25 ukuya kuma-60, kwizivakalisi ezipheleleyo endaweni yeempawu ezahlulwe ngoonobumba — iModeli yeMifanekiso ifunda imiyalelo ngendlela imodeli yolwimi eyifunda ngayo, ngoko intetho egqibeleleyo yoyisa isaphuluphulu samagama. Yeka inkunkuma yexesha le-SDXL (masterpiece, best quality, 8k) kunye nesivakalisi sobunzima esinjenge-(word:1.3); azenzi nto apha. Yenza utshintsho olunye kumyalelo ngamnye — utshintsho olubini olungahlobananga kwisivakalisi esinye luyakhuphisana ngokuhoywa yaye lubuye lonke lungagqitywanga.

04Umyalelo ochasayo — uyaxhaswa apha, ngokungafaniyo nombhalo-uye-kumfanekiso

Le nto ibakhathaza abantu, ngoko masiyichaze ngokucacileyo:

IndlelaImifanekiso yomthomboUmyalelo ochasayoUmlinganiselo wesimoIsimo somyalelo
Umbhalo-uye-kumfanekiso0AwuxhaswaUyakhethwa (isikwere ngokungagqibekanga)Intetho echazayo
Lungisa umfanekiso omnyeMnye kanyeUyaxhaswaUthathwa kumthomboUmyalelo: tshintsha + gcina
Dibanisa imifanekiso emi-2+Emibini okanye ngaphezuluUyaxhaswaIkhanvasi entsha iyakhethwaIntetho ebiza iindima ngamagama

Umbhalo-uye-kumfanekiso awuthathi myalelo uchasayo kwaphela — xa uvelisa ungasuki nto, ukuchaza kuphela into oyifunayo kuyiyo loo ngqeqesho (bona ukuveliswa kwemifanekiso ye-AI okungacinezelwanga). Ukulungisa kwahlukile: sele unawo umthombo, kwaye izinto ezidla ngokuphosakala ekuveliseni ngokutsha ziyaziwa yaye zinokubizwa ngamagama, ngoko umyalelo ochasayo unento ecacileyo yokuyicinezela.

Yintoni efanele ukungena kuwo

Iziphene, yaye iziphene kuphela. Luluhlu lweziphene, ingekuko umjelo wesibini womyalelo:

  • extra fingers, fused fingers, malformed hands — nakuluphi na ulungiso oluvelisa ngokutsha umntu.
  • warped text, garbled lettering, misspelled signage — nantoni na enezikhombisi, iileyibhile okanye upakisho esakhelweni.
  • duplicated limbs, duplicated railing, repeated windows — ukususa nokwandiswa kokungasemva.
  • smeared texture, blurry patch, halo around the subject, visible seam — ukutshintshwa kokungasemva nokususwa kwezinto.
  • plastic skin, waxy skin, over-smoothed face, watermark, jpeg artifacts — ukukhanyisa ngokutsha, iimiyalelo yeefoto zobuso, ucoceko jikelele.

Yintoni engangeniyo

Izigqibo zesiqulatho. Ukuba ufuna umnqwazi uhambe, umyalelo ngu "susa umnqwazi" — ingelomyalelo ochasayo othi "umnqwazi". Umyalelo ochasayo awuzisusi ngokuthembekileyo izinto ezikhoyo kumthombo wakho; udimazela iziphene ekubonakaleni ekuveliseni. Isiqulatho apho sikunika okubi kumacala omabini: umnqwazi uyahlala, kwaye isithuba ebesinokucinezela izandla ezigosoyo sesilahlekile.

Esinye isiqingatha somthetho sisebenza kumyalelo wakho: yeka ukubhala "akukho X" kuwo. "Isitrato esingenazimoto", "ifoto yobuso engenazibuko" zombini zibeka ingqikelelo engafunwayo esivakalisini zize zicele imodeli ukuba iyikhanyele — umsebenzi ulwimi olwenza kakuhle kodwa ukumiselwa kwemifanekiso okwenza kakubi. Yithi yintoni efanele ukubakho endaweni yoko: "isitrato esingenanto esinetha ecacileyo", "ifoto yobuso enamehlo angavalwanga nto". Umzekelo omnye owahlukileyo, njengakumzekelo F, ngumyalelo malunga nenkqubo — "ungabukhaliphisi", "ungatshintshi mbala" — owala umsebenzi endaweni yokubiza into ngegama.

Ukwahlulwa komsebenzi, ngomgca omnye

Umyalelo: into etshintshayo, into ehlalayo — ichazwe ngokuqinisekileyo. Umyalelo ochasayo: iindlela isakhelo esinokonakala ngazo. Zigcine zahlukene yaye zombini ziya kuba ngcono.

05Umfanekiso omnye womthombo, nendlela i-Shannon ewukhetha ngayo

Ulungiso lusebenza kumfanekiso omnye kanye womthombo: nokuba ngumfanekiso osele ukhona kwincoko — onamathiselwe ngaphambili, okanye owuveliselweyo — okanye omnye onamathiselwe kumyalezo owuthumelayo ngoku. Akukho nto itsalwa ivela ngaphandle komsonto, kwaye indlela yokulungisa ayizange idibanise imifanekiso emibini ngokuthe cwaka. Ukuba injongo yakho ifuna izinto ezivela kumfanekiso ongaphezu komnye — impahla evela kumfanekiso A ifakwe kumntu okumfanekiso B — olo ludibaniso, olunesimo somyalelo esahlukileyo esibiza indima yomfanekiso ngamnye ngokulandelelana.

Imibuzo elandelayo nomfanekiso wamva nje ohambelanayo

Xa umfanekiso sele ukhona kwincoko, imiyalelo emifutshane elandelayo isebenza ngendlela obuya kuyithemba. "Wenze mnyama ngakumbi." "Ngoku yizame ekutshoneni kwelanga." Ezi zisonjululwa ngokuchasene nomfanekiso wamva nje ohambelanayo emsontweni — ngokuqhelekileyo isiphumo osanda kusifumana — ngoko ulandelelwano lweemiyalelo emincinci luziphatha njengomfumba weelungiso. Iziphumo ezintathu:

  • Yenza inyathelo elinye ngexesha. Umbuzo ngamnye olandelayo kukuveliswa ngokutsha okupheleleyo, ngoko "wenze mnyama ngakumbi uze utshintshe ijazi lakhe uze wehlise ikhamera" zizilungiso ezithathu ezilwelana ngokugqitha okunye. Thumela imiyalezo emithathu; yima kuloo nto ukholiswe yiyo.
  • Lumkela ukulahleka komgangatho ngokwezizukulwana. Ukuphambuka okuncinci kuyanda; ngolungiso lwesithandathu olulandelelanayo ubuso bunokuba kude kakhulu kokwasekuqaleni nangona akukho nyathelo linye lakhe labonakala liphosakele. Xa ubona ukuphambuka, yeka ukuciba iziciko — nxibelelanisa ifayile yokuqala kwakhona uze ubhale umyalelo omnye odibeneyo obhala yonke into osele uyifundile ukuba uyifuna.
  • Kumsonto omde, cacisa. "Usebenzisa ifoto yaselwandle endiyinamathisele ngaphambili, …" isusa ukungacaci xa kukho imifanekiso emininzi esebenzayo.

Ikhadi loqinisekiso lelona thuba lakho lokugqibela lokongeza isibethelelo

Ucela ngolwimi olulula, nangalo naluphi na ulwimi oluthethayo. I-Shannon igqiba ekubeni kuceleka umsebenzi wemifanekiso, ibhale ngokwayo umyalelo wokugqibela ngesiNgesi, ize ikubonise wona kwikhadi loqinisekiso phambi kokuba kuzotywe nantoni na. Akukho nto iveliswayo yaye akukho nto ibhatalwayo ude uqinisekise. Lifunde elo khadi — kulapho ubamba khona isigaba sokugcina esilahlekileyo phambi kokuchitha nasenti.

Zimbini izinto ezinxulumeneyo: i-Shannon ayisoze ivelise ingacelwanga — umbuliso, umbuzo okanye ifoto enamathiselwe nje ayiwuvuseleli umsebenzi wemifanekiso. Kwaye ukucela i-Shannon ukuba ijonge nje umfanekiso — iwuchaze, ifunde umbhalo okuwo, ithi kutheni ubume bomfanekiso bungasebenzi — ngumsebenzi wombono oqhelekileyo, ingekuko ukuvelisa, kwaye awubizi nto eyongezelelweyo. "Ungatshintsha ntoni kule foto?" lulwaleko lwasimahla; ukusebenza ngalo lulungiso.

06Umlinganiselo wesimo uthathwa kumthombo, ngokuzenzekelayo

Umfanekiso olungisiweyo ubuya ngomlinganiselo wesimo ofanayo nowomthombo wawo. Awukhethi mnye kwaye akukho mfuneko: umfanekiso womntu we-4:5 uhlala uyi-4:5, umfanekiso we-16:9 uhlala uyi-16:9, isikrini sefowuni esingahambi kakuhle sigcina umlinganiselo waso. Ulungiso olutshintsha ngokuthe cwaka ubume besakhelo somfanekiso wakho ngelinge lungebi lulungiso — beluya kuba kukusika kunye noqikelelo lwento ekwangaphandle kwemida yokuqala.

Lo ngumahluko wokwenene kwezinye iindlela ezimbini. Umbhalo-uye-kumfanekiso ukucela ukuba ukhethe kwi-square (engagqibekanga), portrait, landscape, wide (yebhayisikophu) kunye ne-tall (yeeposta neewalpepha), kwaye isicelo esicacileyo sihlala soyisa; ukudibanisa kukuvumela ukuba ukhethe ikhanvasi entsha, kuba akukho mthombo omnye onokuthathwa kuwo. Ngoko ukuba ufuna isimo esahlukileyo, oko akulolungiso — ukuguqula umfanekiso wemveliso we-1:1 ube libhena le-16:9 kuthetha ukuyila iipikseli ezingazange zithathwe ngekhamera. Yenze ngabom, ngokuvelisa okanye ngokudibanisa kwikhanvasi entsha.

07Akukho kuveliswa kwevidiyo

Kuchazwe ngokucacileyo, kuba abantu bayabuza

I-Shannon ayiveliswi vidiyo kwaye ayishukumisi mifanekiso. Akukho ndlela yomfanekiso-uye-kwividiyo, akukho "yenza le foto ihambe", akukho luthungelwano, akukho cinemagraph. Olu asilophawu olukwimboniso kwangaphambili okanye oluzayo — alukho kwimveliso, kwaye akukho nto kweli phepha efanele ukufundwa njengecebisa okwahlukileyo.

Into i-Shannon 3 eyenzayo ngemifanekiso zizinto ezintathu kanye: ukuvelisa umfanekiso omtsha, ukulungisa umfanekiso omnye osele ukhona, kunye nokudibanisa imifanekiso emibini okanye ngaphezulu ibe mnye. Yonke into ekweli phepha ihlala ngaphakathi kweyesibini kwezo.

Ifanele ukuthethwa kabini, kuba "umhleli wemifanekiso we-AI" no "mvelisi wevidiyo we-AI" sele bekufuphi ezingqondweni zabantu, kwaye isixhobo esinokukhanyisa ngokutsha ifoto yakho ngovuyo sivakala ngathi kufuneka sibe kwiqhosha elinye ukusuka ekusishukumiseni. Asinjalo — kwaye kufuneka uyazi loo nto kumzuzu wokuqala endaweni yowe-10.

08Kutheni ukungacinezelwa kubaluleke ngakumbi ekulungiseni kunasekuveliseni

Abahleli abanezihluzi bawohloka ngendlela eyahlukileyo kubavelisi abanezihluzi, kwaye ngokuqhelekileyo ngokubi ngakumbi. Umvelisi onesihluzi wala umyalelo wakho; ubhala ngokutsha uzame kwakhona. Umhleli onesihluzi unokwala umfanekiso womthombo ngokwawo, engekawufundi nawuphi na umyalelo wakho. Layisha ifoto yenxeba yeklinikhi kwingxelo yetyala ize ikhatywe ekungeneni. Layisha ifoto yembali yemfazwe ukuze ulungise umbimbi ize imfakadolo esesakhelweni iyiphelise incoko. Umsebenzi osemthethweni, ukwaliwa ngokwedidi, akukho ukubhala ngokutsha obekunokunceda.

I-Shannon iqhuba indlela yemifanekiso ngaphandle kwesihluzi sesiqulatho kwimveliso yaye ngaphandle komaleko wokwala kwimodeli ebhala umyalelo. Yiloo nto eyenza le misebenzi iqhelekileyo ikwazeke:

  • Ubuze bobugcisa nomsebenzi wesiqu somntu — ukulungisa, ukukhanyisa ngokutsha nokutshintsha isitayela kwiimvumi zobugcisa nabathathi-mifanekiso abasebenza nabantu abadala abavumayo.
  • Umzobo wezonyango nowophando lwezomthetho — imifanekiso yeklinikhi ecocwayo yezinto zokufundisa, iingxelo zamatyala nomsebenzi wokwakha ngokutsha owaliwa ngokukhawuleza ngabahleli abaqhelekileyo.
  • Imifanekiso yophando lokhuseleko — imifanekiso yesikrini, iifoto zokhuseleko lwendawo namaxwebhu ezixhobo zeenkqubo zokwazisa nge-phishing neengxelo ze-red team.
  • Ubundlobongela kwintsomi — ubugcisa bemveliso yeefilimu, yemidlalo neyeekhomiksi apho inxeba okanye isixhobo somkhosi sisisihloko sokwenene.
  • Intlekisa yezopolitiko nomzobo wehlabathi lwesiphumo — inamakhulu ambalwa eminyaka embali ngasemva kwayo, inkxaso ephantse ibe ngunothi kwizixhobo ezinezihluzi.
  • Umsebenzi weempawu zorhwebo nembonakalo owenziwa ngumnini-malungelo — imifanekiso yeemveliso zakho, iilogo neefoto zobuso, kunye noovimba beentsapho abanzima, ungaxoxi nesahluli-ndidi ngokuba uvunyelwe na.

Ukungacinezelwa akuthethi ukungaphenduli. I-Shannon iqhutywa yi-Shannon Lab LLC (eNew Mexico, e-USA) phantsi kwePolisi yoSetyenziso Olunoxanduva epapashiweyo, apho amida okwenene ehlala khona — leyo imalunga nomthetho nengozi endaweni yokukhathazeka kwesahluli-ndidi ngefoto yenxeba. Ukungabikho kokwala okwenziwa ngesiqhelo yinkcazelo ngesixhobo, ingekuko ngoxanduva lwakho ngento oyenzayo.

09Ilapha phi i-API — nalapho ingekhoyo khona

Le yindlela ephosakeleyo eqhelekileyo kubafundi abafika bevela ekukhangeleni i-API. Ukuveliswa nokulungiswa kwemifanekiso kwenzeka kwi-app yencoko ye-Shannon, ingekuko kwi-API. Iindidi ezintathu ze-/v1 — i-/v1/chat/completions (eyimilo ye-OpenAI), i-/v1/messages (eyimilo ye-Anthropic) kunye ne-/v1/responses, zonke zisasaza, zonke zikwiimodeli ezifanayo — zihambisa umbhalo nombono. Umbono uthetha ukuba iimodeli ziyayifunda imifanekiso oyithumelayo: ukuyichaza, ukubhala phantsi umbhalo, ukuhlalutya itshati. Akuthethi ukuba ziyayivelisa okanye ziyayilungisa.

Loo nto isashiya ipatheni eluncedo: umbono kunye nemodeli yombhalo engacinezelwanga ngumncedisi omkhulu wokubhala imiyalelo. Thumela i-API umfanekiso wakho womthombo, uyicele ichaze into esesakhelweni ize ibhale uyilo lomyalelo obetheleliweyo obiza utshintsho nezibethelelo, uze wenze loo myalelo kwincoko — ibamba izibethelelo obuya kuzilibala. Iimilo zezicelo neempendulo zikwiamaxwebhu e-API.

10Imibuzo ebuzwa rhoqo

Yintoni umhleli wemifanekiso we-AI ongacinezelwanga?

Ngumhleli othatha umfanekiso osele ukhona kunye nomyalelo obhalwe ngolwimi olulula, abuyise umfanekiso olungisiweyo, engenaso isihluzi sesiqulatho kwimveliso kwaye engenawo umaleko wokwala kwimodeli ebhala umyalelo. Usebenza kwiqoqo lethu leeGPU ngaphakathi kwi-app yencoko ye-Shannon, ngoko umsebenzi owaliwa ngabahleli abanezihluzi — ukulungiswa kwemifanekiso yobuze bobugcisa, umzobo wezonyango nowophando lwezomthetho, imifanekiso yophando lokhuseleko, ubundlobongela kwintsomi, intlekisa yezopolitiko — uyenziwa endaweni yokwaliwa.

Kutheni ubuso butshintsha ngoxa bendicele ukutshintsha okungasemva kuphela?

Kungenxa yokuba ulungiso lomyalelo luvelisa ngokutsha isakhelo sonke ngokusekelwe kumfanekiso wakho womthombo, hayi indawo obuyicinga kuphela — nantoni na ongayibizi ngegama njengengatshintshiyo inelungelo lokuphambuka. Isisombululo kukubethelela: yongeza isigaba sokugcina esifana no "gcina ubuso, isitayela senwele, ukuma kunye nempahla kufana ncakasana, i-engile yekhamera efanayo nesisikelo esifanayo". Ukubiza ngamagama iinxalenye ezingatshintshiyo lelona qhosha likhulu lomgangatho unalo.

Ingaba ukulungiswa kwemifanekiso kwi-Shannon kuyawuxhasa umyalelo ochasayo?

Ewe. Ngokungafaniyo nendlela yombhalo-uye-kumfanekiso, engawamkeliyo kwaphela, iindlela zokulungisa nezokudibanisa imifanekiso emininzi zombini ziyawuxhasa omnye. Wusebenzise kwiziphene ezingafunekiyo — iminwe eyongezelelweyo, umbhalo ogoso, izinto eziphindwe kabini, isakhiwo esibhijiweyo, ulusu olufana neplastiki, uphawu lwamanzi — endaweni yokubhala "akukho X" kumyalelo. Izigqibo zesiqulatho zezomyalelo, zichazwe ngokuqinisekileyo; ukucinezelwa kweziphene kokomyalelo ochasayo.

Ingaba i-Shannon inokushukumisa umfanekiso wam okanye iwuguqule ube yividiyo?

Hayi. I-Shannon ayiveliswi vidiyo kwaye ayishukumisi mifanekiso. Akukho ndlela yomfanekiso-uye-kwividiyo kwaye akukho nanye ibhengezwayo. I-Shannon 3 ivelisa umfanekiso omtsha, ilungise umfanekiso omnye osele ukhona, okanye idibanise imifanekiso emibini okanye ngaphezulu ibe mnye — ezo zinto zintathu kwaye akukho nto ingaphaya kwazo.

Mingaphi imifanekiso yomthombo esetyenziswa lulungiso?

Mnye kanye: nokuba ngumfanekiso osele ukhona kwincoko, okanye omnye onamathiselwe kumyalezo wakho wangoku. Ukuba izinto kufuneka zivele kwimifanekiso emibini okanye ngaphezulu — impahla evela kumfanekiso omnye ifakwe kumntu ovela komnye — olo ludibaniso, hayi ulungiso, kwaye kufuneka unikele imifanekiso yokwenene endaweni yokuchaza owesibini ngamagama.

Ngaba kufuneka ndizobe isigqubuthelo okanye ndisebenzise i-inpainting?

Hayi. Akukho brashi, i-lasso okanye umaleko wesigqubuthelo. Uchaza utshintsho ngesivakalisi kwaye indawo iqondwa kulwimi lwakho, yiyo loo nto amagama achanekileyo ebalulekile: "imoto esilivere epakiweyo ngasekunene" ijolisa ngcono kakhulu kuno "loo nto". Loo nto yenza i-Shannon ibe yenye indlela esebenzayo endaweni ye-inpainting engacinezelwanga kubantu abafuna isiphumo ngaphandle komsebenzi wokukhetha.

Ndingayilungisa imifanekiso ngeAPI ye-Shannon?

Hayi. Ukuveliswa nokulungiswa kwemifanekiso kuhlala kwi-app yencoko ye-Shannon. Iindidi ze-/v1 — i-/v1/chat/completions, i-/v1/messages kunye ne-/v1/responses — zihambisa umbhalo nombono: zifunda kwaye zihlalutye imifanekiso oyithumelayo kodwa aziyivelisi kwaye aziyilungisi. Indlela yokusebenza eqhelekileyo kukwenza ukuba umbono we-API ubhale uyilo lomyalelo obetheleliweyo, uze ulungiso ulwenze kwincoko.

Lungisa umfanekiso ungaxoxi nesihluzi

Namathisela ifoto, ubhale isivakalisi esinye, ubize ngegama into ehlalayo.

Qala Ukulungisa Funda amaXwebhu e-API

Imifanekiso izotywa kwiqoqo lethu leeGPU · akukho nto izotywayo okanye ibhatalwayo ude uqinisekise ikhadi


I-Shannon AI iqhutywa yi-Shannon Lab LLC, eNew Mexico, e-USA. Ukuveliswa, ukulungiswa nokudityaniswa kwemifanekiso ziimpawu ze-app yencoko ze-Shannon 3; i-API ye-/v1 ihambisa umbhalo nombono kuphela. Akukho kuveliswa kwevidiyo okukhoyo kwimveliso. Ukulungisa kwamkela umfanekiso omnye kanye womthombo kwaye kuthatha umlinganiselo wesimo wawo. Ukusetyenziswa kweendlela zemifanekiso ezingacinezelwanga kulawulwa yiPolisi yoSetyenziso Olunoxanduva.

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