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Kafukufuku · Kusintha Zithunzi

Chosinthira Zithunzi za AI Chosasidwa

Sinthani, konzaninso kalembedwe, sinthani kuunika, sinthani zovala kapena konzani chithunzi chimodzi chomwe chilipo mwa kulemba chiganizo chimodzi. Palibe mask, palibe chosefera, palibe kukana — ndi njira imodzi yofunika kuposa zina zonse pamodzi.

Yasinthidwa pa 5 Seputembala 2026ChitsogozoShannon 3 · kusintha zithunzi mu chat

Chidule

Shannon imasintha chithunzi chimodzi chokha chomwe chilipo kuchokera ku malangizo a mawu wamba — palibe burashi, palibe mask, palibe kusankha. Malangizowo ayenera kunena chimene chikusintha NDI chimene chikukhalabe, chifukwa mtunduwo umapanganso chithunzi chonse: chilichonse chimene simunatchule ngati chosasintha chili ndi ufulu wosochera. Kutchula mbali zosasintha — "sungani nkhope, kaimidwe ndi zovala zofanana" — ndicho chinthu chachikulu kwambiri chokweza mtundu chimene muli nacho. Njira ya kusintha imalandiradi prompt yoletsa (malemba-kupita-ku-chithunzi salandira); ikani zolakwika zosafunika pamenepo m'malo molemba "palibe X" mu malangizo. Chotulukacho chimasunga mlingo wa mbali wa chithunzi choyambirira mwakhala okha. Palibe kupanga makanema ndipo palibe njira yosunthira chithunzi. Kusintha kumachitika pa gulu lathu la ma GPU mu pulogalamu ya chat, popanda chosefera cha zinthu ndipo popanda wosanjikiza wa kukana.

Anthu ambiri amene akufufuza chosinthira zithunzi za AI chosasidwa ali ndi chithunzi chimodzi ndi vuto limodzi: kumbuyo ndi kolakwika, kuunika ndi kofewa, jaketi ili ndi mtundu wolakwika, mlendo wayima mkati mwa chithunzi, kasikaniyo ali ndi ming'alu — kapena kusinthaku ndi koyenera kwathunthu koma chida chawo chapano chikukana kuchigwira. Nkhani iyi ikukhudza kuchita zimenezo bwino: osati chosinthira chiti chili ndi zolamulira zambiri, koma chizolowezi chimodzi chimene chimasiyanitsa kusintha komwe kukuyenda bwino ndi kusintha komwe kumangokonzanso nkhope ya munthu wanu mwakachetechete pamene simunali kuyang'ana.

1
Chithunzi choyambirira pa kusintha kulikonse
Zokha
Mlingo wa mbali wasungidwa
Inde
Prompt yoletsa
Palibe
Chosefera cha zinthu

01Kusintha mwa malangizo ndi chiyani kwenikweni

Kusintha zithunzi kwakale kwa AI kumakupemphani kuti muchite gawo lovuta nokha: kutsegula chikwakwa, kujambula mask pa gawo limene mukufuna kusintha, kulemba mawu ofotokoza chimene chiyenera kukhala mkati mwake. N'zolondola, zopita pang'onopang'ono, ndipo n'zopanda phindu pamene kusinthaku kulibe malire owoneka bwino — kusintha kwa kuunika, kusintha zovala kumene kumasintha mawonekedwe onse, kapena kusintha mitundu ya chithunzi chonse.

Shannon imagwira ntchito mosiyana. Simusankha kalikonse. Mumalemba chiganizo chokhudza chithunzicho, mu chinenero chilichonse, ndipo gawo limene likusinthidwa limadziwika kuchokera ku mawu anu. Izi zimapanga njira ina yothandiza ya inpainting yosasidwa kwa aliyense amene akufuna chotulukacho m'malo mongogwira ntchito yosankha — koma pali chotsatira chimodzi cha momwe zimagwirira ntchito chimene muyenera kuchimvetsa poyamba:

Kusintha ndi kupanganso chithunzi chonse kuyambira pachiyambi, kutengera chithunzi chanu choyambirira — osati chikwakwa chimene chikuikidwa pa gawo limodzi lokha. Mtundu wa Zithunzi umawerenga chithunzi chanu choyambirira, umawerenga malangizo anu, ndipo umapanga chithunzi chatsopano chimene chiyenera kukhala choyambirira kuphatikiza ndi kusinthako. Palibe chimene chimayimitsidwa mwadongosolo. Pixel iliyonse ili pachiwopsezo choti isinthidwe pa kusintha kulikonse.

Ndicho chifukwa chake "msewu wamvula ku Tokyo" — wopanda cholakwika pa chida cha mask — umabwerera ndi munthu wosiyana pang'ono woimirira mkatimo. Pa chida cha mask, mask idanena kuti munthuyo sanayenera kukhudzidwa; pano chiganizo chanu ndi chimene chiyenera kutero. Phindu lake: kusintha mwa malangizo kumachita zimene mask sizingathe — kusuntha dzuwa ndi kupanga mithunzi igwirizane, kusintha chovala ndi kupanga nsalu ipinde pa kaimidwe kaliko, kusintha kalembedwe ka chithunzi kukhala inki ndi mitundu yosalala pamene kalongosoledwe kake kakusungidwa. Kusintha kumeneku kulibe malire ojambula; ndi ubale pakati pa chithunzi chonse.

02Kumangirira: chinthu chachikulu kwambiri chokweza mtundu

Kumangirira kumatanthauza kulemba malangizo a kusintha kulikonse ngati ziganizo ziwiri: chiganizo chosintha (chimene chiyenera kukhala chosiyana, chofotokozedwa mwachindunji ndi mophatikizika) ndi chiganizo chosunga (mbali zimene ziyenera kukhalabe zosakhudzidwa, zotchulidwa monga mayina enieni). Onse awiri ndi ofunika — chiganizo chosintha chokha ndi chikhumbo basi. Ngati muli ndi chinthu chimodzi chokha choti mutenge patsamba ili: chotulukacho chimadalira makamaka mmene mumatchulira momveka bwino chimene chikukhalabe, osati mmene mumafotokozera bwino chimene chikusintha.

Njira zitatu zimene malangizo osamangiridwa amasocherera

  • Kusochera kwa umunthu. Nkhope imabwerera pafupifupi bwino — mphuno yosiyana pang'ono, msinku wa nsagwada wokongoletsedwa mwakachetechete. Ndilo cholakwika chowononga kwambiri, chifukwa n'chovuta kuchiona pa foni koma n'choonekera bwino kwa aliyense amene akudziwa munthuyo.
  • Kusinthanso kosafunika. Munapempha kumbuyo kwatsopano; koma munapezanso mitundu yatsopano, magalasi atsopano, ndi siweta imene poyamba inali ndi mizere koma tsopano ayi. Mtunduwo unawerenga malangizowo ngati kufotokoza kwa chithunzi chonse chomwe mukufuna m'malo mosiyana pang'ono kuchokera pa choyambirira.
  • Kufalikira kwa ntchito chifukwa cha maonekedwe. "Kokongola kwambiri," "koyera," "kwaukadaulo kwambiri" sikutchula chinthu chilichonse. Mawu ofotokoza popanda dzina amagwira ntchito pa chilichonse, choncho chilichonse chimasintha.

Mawu a kumangirira

Zomangira zimagwira ntchito ngati mayina enieni. "Sungani monga momwe zililimo" ndi zofooka — mtunduwo sungadziwe kufananako kumene mukufuna. Sankhani zinthu zitatu mpaka zisanu zimene ndi zofunika pa kusintha kwanu ndipo muzitchule mwachindunji.

Chimene mukusinthaZomangira zoyenera kutchulidwa mwachindunji
Kumbuyo / malonkhope ndi mawonekedwe ake, kapangidwe ka tsitsi, kaimidwe, manja, zovala, ngodya ya kamera, kudulira, kuunika pa munthuyo
Kuunika / mkhalidwenkhope, maonekedwe a nkhope, mawonekedwe a khungu, kaimidwe, zovala, zomwe zili kumbuyo, kalembedwe ka mkati
Zovalankhope, ndevu kapena tsitsi, kaimidwe, manja, kuchuluka kwa thupi, kumbuyo, mbali ya kuunika, mitundu
Kalembedwe / njirakalongosoledwe, kaimidwe, kutalika kwa tsitsi, mawonekedwe a zovala, chiwerengero cha anthu, kudulira
Kuchotsa chinthu / kukonzachina chilichonse mkati mwa chithunzi — munthu, nyumba zozungulira, mawonekedwe a chithunzi, mtundu wa kuwala, kusiyana kwa mdima ndi kuwala, mtundu
Mtundu wa chinthu chimodzimitundu ina yonse mu chithunzicho, kuphatikizapo mawonekedwe ndi chinthu chomwe chinthu chosinthidwacho chapangidwa nacho

Onani mzere womaliza. Kusintha mtundu kumalakwika mwakachetechete, chifukwa "pangani jaketi kukhala yofiira" kumapempha jaketi yopangidwanso kuyambira pachiyambi — kudula kwatsopano, chinthu chatsopano, mapindo atsopano. Komangiriridwa: "sinthani mtundu wa jaketi imene ilipo kukhala yofiira yakuda, kusunga kudula kwake, mizere yake, mawonekedwe a nsalu ndi mmene imakhalira." Chiganizo chimodzi chosiyana, chotulukacho chabwino kwambiri.

03Zitsanzo zogwiritsidwa: malangizo ofooka, chifukwa chake amasochera, kulembanso kwamangiriro

Awiriawiri aliwonse pansipa ndi cholinga chimodzimodzi cholembedwa kawiri. Kufufuza kwa pakati ndiko gawo limene mungagwiritse ntchito ku zinthu zina.

A. Kusintha kumbuyo

Zofooka
muikeni ku Tokyo

Chifukwa chake zimasochera: zimenezi zikufotokoza chithunzi chomaliza, osati kusiyana. Palibe chilichonse chokhudza mkaziyo chotetezedwa ndipo palibe chimene chikusunga kamera yosasuntha, choncho mtunduwo umasinthanso malo ndi kumupanganso pamene ukupanga malo owoneka ngati enieni.

Wamangiriro
Sinthani kumbuyo kukhale njira yowoloka msewu ku Tokyo usiku itagwa mvula, ndi zizindikiro za neon zikuwonekera pa phale lonyowa kumbuyo kwake. Sungani nkhope ya mkaziyo, kapangidwe ka tsitsi, kaimidwe ndi zovala monga momwe zililimo, sungani ngodya yomweyo ya kamera ndi kudulira komweko, ndipo gwirizanitsani kuunika kwa kumbuyo kwatsopano ndi kuunika kumene kulipo pa iye.

Chimene chinasintha: chiganizo chosunga chimatsimikizira umunthu, zovala ndi kalembedwe ka mkati, ndipo mawu omaliza akunena mbali imene mgwirizano ukuthera — kumbuyo kumagonjera kuunika kwa munthuyo, osati mosemphana.

B. Kusintha Kuunika

Zofooka
kuunika kwabwino chonde

Chifukwa chake zimasochera: "kwabwino" ndi mawu ofotokoza popanda dzina. Mtunduwo uyenera kupeka tanthauzo lake, ndipo njira yosavuta yowonekera bwino pa kupanganso ndi khungu losalala, mano owala kwambiri ndi nsagwada zocheperapo. Munapempha kuunika ndipo munapeza kukonzedwa kwa nkhope.

Wamangiriro
Sinthani kuunika kwa malowa kukhala kuwala kwa madzulo kochokera pa zenera, kuchokera kumanzere, kotentha ndi kofewa, kuwala kukucheperachepera pambali yakumanja ya nkhope ndi mthunzi wofewa pa khoma kumbuyo. Sungani nkhope, maonekedwe a nkhope, mawonekedwe a khungu, kaimidwe, zovala ndi zomwe zili kumbuyo popanda kusintha, ndipo sungani kalembedwe ka mkati komweko.

Chimene chinasintha: kuunika kwafotokozedwa mwa thupi — mbali, mtundu, kutentha, kucheperachepera. Mawonekedwe a khungu amangiriridwa mwachindunji, chifukwa kusintha kuunika ndi pamene mtunduwo umayesetsa kwambiri kuwapukusa.

C. Kusintha zovala za munthu

Zofooka
mupatseni suti

Chifukwa chake zimasochera: suti imasintha mawonekedwe onse, choncho thupi lakumtunda liyenera kupangidwanso — ndipo mutu wapamwambapo nthawi zambiri umasinthanso pamodzi ndi thupilo. Kusintha zovala popanda kumangirira ndicho chomwe chimayambitsa kwambiri kusochera kwa umunthu pambuyo pa kusintha kumbuyo.

Wamangiriro
Sinthani T-sheti ya mwamunayo ndi suti ya nsalu ya ubweya ya magawo atatu ya mtundu wa makala, siketi yoyera ya malaya, ndi tayi ya silika yobiriwira yakuda, yosokedwa kuti igwirizane ndi kaimidwe kake ka pano. Sungani nkhope yake, ndevu, kapangidwe ka tsitsi, kaimidwe, manja ndi kuchuluka kwa thupi monga momwe zililimo, sungani kumbuyo monga momwe kulili, ndipo sungani mbali ya kuunika ndi mitundu monga momwe zililimo.

Chimene chinasintha: "yosokedwa kuti igwirizane ndi kaimidwe kake ka pano" imapanga chovalacho kutsatira kaimidwe. Manja amamangiriridwa padera, chifukwa manja ndi pamene kusintha kwa zovala kumawonekera kwambiri kulakwika.

D. Kusintha kalembedwe ka chithunzi

Zofooka
pangani ikhale anime

Chifukwa chake zimasochera: mawu a kalembedwe okha amapereka ulamuliro pa chilichonse — kalongosoledwe, kudulira, tsitsi, zovala, chiwerengero cha anthu — ndipo "anime" ndi zaka makumi atatu za miyambo yosagwirizana. Mumapeza chithunzithunzi chabwino cha malo osiyana.

Wamangiriro
Jambulaninso chithunzichi ngati chithunzi cha 1990s cel-animation chojambulidwa ndi manja: mitundu yosalala, mizere ya inki yowonekera, kusiyana kwochepa kwa mitundu, mitundu yofiifiira. Sungani kalongosoledwe, kaimidwe ka munthuyo ndi mbali imene akuyang'ana, kutalika kwa tsitsi ndi mawonekedwe a zovala kuti aziwoneka bwino, ndipo sungani kudulira komweko ndi chiwerengero chomwecho cha anthu mkati mwa chithunzicho.

Chimene chinasintha: kusintha kalembedwe kumafuna kumangirira kosiyana. Simungathe kumangirira mawonekedwe — mawonekedwewo ndicho chikusinthidwa — choncho mumamangirira kalongosoledwe: kalembedwe kake, kaimidwe, mawonekedwe onse, kudulira, chiwerengero cha anthu. Kupempha kusunga "khungu lowoneka ngati lenileni" pansi pa cel animation ndi kutsutsana.

E. Kuchotsa chinthu

Zofooka
palibe magalimoto kumbuyo

Chifukwa chake zimasochera: kukana kumeneku kumangoika lingaliroli patsogolo pa mtunduwo ndipo sikunena kalikonse chokhudza chimene chidzadzaza malo achabechabe. Kuchotsa kumafuna mawu ochindunji a chinthu choyenera kuchotsedwa ndi chimene chidzalowa m'malo mwake.

Wamangiriro
Chotsani galimoto yasiliva yoimikidwa ndi bini la zinyalala mbali yakumanja ya msewu, kudzaza malowo ndi kupitiriza kwa msewu wapansi womwewo, gombe ndi khoma la njerwa. Sungani china chilichonse mkati mwa chithunzicho chikhale chofanana — munthuyo, sitolo, zizindikiro, kuunika ndi mtundu.

Chimene chinasintha: chinthu choyenera kuchotsedwa chatchulidwa ndi mtundu wake, mtundu wa utoto ndi malo ake; chimene chidzalowa m'malo mwake chafotokozedwa, choncho mtunduwo saupanga bwalo pamalo pamene payenera kukhala msewu wapansi; ndipo "china chilichonse" chafotokozedwa mwa mayina enieni.

F. Kukonza chithunzi chowonongeka

Zofooka
konzani chithunzi ichi chakale cha agogo anga aakazi

Chifukwa chake zimasochera: "konzani" imamveka ngati "kukweza," ndipo kukweza chithunzi chakale kumatanthauza kuchisandutsa chamakono — khungu loyera kwambiri, kusiyana kwakukulu kwa mdima ndi kuwala, ndi nkhope imene siikhalanso ya agogo anu enieni.

Wamangiriro
Konzani ng'alu imene ili mozondoka kudutsa m'ngodya yakumtunda kumanzere ya chithunzi ichi chosikanidwa ndipo chotsani tizidutswa ta fumbi ndi zolembalemba zoyera zazing'ono. Sungani mawonekedwe onse a nkhope, mawonekedwe a filimu, mdima ndi kuwala, kusiyana kwa mdima ndi kuwala, ndi mtundu woyambirira wa sepia monga momwe zililimo. Musanole, musapukuse khungu, musasinthe mtundu.

Chimene chinasintha: kuwonongeka kwatchulidwa mwatsatanetsatane, choncho "konzani" ali ndi malire odziwika, ndipo mawonekedwe a filimu ndi mdima-ndi-kuwala amamangiriridwa chifukwa zimenezi ndizo zimapangitsa chithunzicho kuwoneka ngati chenicheni cha nthawi yake. Zoletsedwa zitatuzi ndizo mlandu wosowa pamene kukana kumagwira ntchito bwino — malamulo okhudza njira, osati zinthu.

Mawonekedwe a malangizo abwino

Chitsanzo
[Mawu ochita] [chinthu enieni] kukhale [chotulukacho chenicheni, chofotokozedwa mophatikizika]. Sungani [zomangira 3–5 zotchulidwa] zofanana. [Zosafunikira: chiganizo chimodzi cha mmene kusinthaku kuyenera kugwirizana ndi chimene chikukhalabe.]

Yesetsani kufika pa mawu 25 mpaka 60, mu ziganizo zathunthu m'malo mwa mayina olekanitsidwa ndi makoma — Mtundu wa Zithunzi umawerenga ma prompt monga mtundu wa chinenero umachitira, choncho malemba oyenda amaposa msuzi wa ma tagi. Siyani zinthu zakale za nthawi ya SDXL (masterpiece, best quality, 8k) ndi kalembedwe ka kulemera monga (word:1.3); sizichita kalikonse pano. Pangani kusintha kumodzi pa malangizo amodzi — kusintha kuwiri kosagwirizana mu chiganizo chimodzi kumapikisana chidwi ndipo zonse ziwiri zimabwerera zosamalizidwa.

04Prompt yoletsa — imalandiridwa pano, mosiyana ndi malemba-kupita-ku-chithunzi

Ichi chimasokoneza anthu, choncho tinene mwachindunji:

NjiraZithunzi zoyambiriraPrompt yoletsaMlingo wa mbaliMawonekedwe a prompt
Malemba-kupita-ku-chithunzi0SizilandiridwaZosankhidwa (skweya ndi zosankha zake)Malemba ofotokoza
Kusintha chithunzi chimodzi1 chokhaZilandiridwaZolandidwa kuchokera pa choyambiriraMalangizo: kusintha + kusunga
Kuphatikiza zithunzi 2+2 kapena kuposerapoZilandiridwaChikwakwa chatsopano chosankhikaMalemba otchula maudindo

Malemba-kupita-ku-chithunzi salandira prompt yoletsa konse — kupanga kuyambira pachiyambi, kufotokoza chokhacho chimene mukufuna ndicho chizolowezi (onani kupanga zithunzi za AI kosasidwa). Kusintha ndi kosiyana: muli ndi choyambirira kale, ndipo zolakwika zomwe zimapezeka pa kupanganso zimadziwika ndipo zingatchulidwe, choncho prompt yoletsa ili ndi chinthu chenicheni choti izilepheretse.

Chimene chiyenera kukhala mmenemo

Zolakwika zokha, ndi zolakwika zokha. Ndi mndandanda wa zolakwika, osati njira yachiwiri ya malangizo:

  • extra fingers, fused fingers, malformed hands — kusintha kulikonse kumene kumapanganso munthu.
  • warped text, garbled lettering, misspelled signage — chilichonse chokhala ndi zizindikiro, malebulo kapena zokutira mkati mwa chithunzi.
  • duplicated limbs, duplicated railing, repeated windows — kuchotsa zinthu ndi kukulitsa kumbuyo.
  • smeared texture, blurry patch, halo around the subject, visible seam — kusintha kumbuyo ndi kuchotsa zinthu.
  • plastic skin, waxy skin, over-smoothed face, watermark, jpeg artifacts — kusintha kuunika, kusintha zithunzi za nkhope, ndi kuyeretsa kwa nthawi zonse.

Chimene sichiyenera

Zisankho za zomwe zikuoneka. Ngati mukufuna kuti chipewa chichoke, malangizo ndi "chotsani chipewa" — osati prompt yoletsa yolemba "chipewa". Prompt yoletsa sichichotsa modalirika zinthu zomwe zilipo pa chithunzi choyambirira; chimalepheretsa zolakwika kuti zisawonekere pa kupanganso. Kuika zisankho za zomwe zikuoneka pamenepo kumakupatsani zoyipa ziwiri pamodzi: chipewa chimakhalabe, ndipo malo omwe akanalepheretsa manja opotoka atayika.

Theka lina la lamuloli limagwira ntchito pa malangizo anu: lekani kulemba "palibe X" mmenemo. "Msewu wopanda magalimoto," "chithunzi cha nkhope chopanda magalasi" zonse zimaika lingaliro losafunika mu chiganizocho ndikupempha mtunduwo kuti alikane — ntchito imene chinenero chimagwira bwino koma kupangidwa kwa chithunzi kumagwira mosavuta ayi. Nenani chimene chiyenera kukhalapo m'malo mwake: "msewu wopanda kanthu wokhala ndi phale loyera," "chithunzi cha nkhope choyera maso." Kupatula kokha, monga mu chitsanzo F, ndi lamulo lokhudza njira — "musanole," "musasinthe mtundu" — limene likukana kuchita chinthu m'malo motchula chinthu.

Kugawa ntchito, mu mzere umodzi

Malangizo: chimene chikusintha, chimene chikukhalabe — chofotokozedwa mwachindunji. Prompt yoletsa: njira zimene kupanganso kungalakwike. Zisiyeni padera ndipo zonse ziwiri zimakhala bwino.

05Chithunzi chimodzi choyambirira, ndi mmene Shannon amachisankhira

Kusintha kumagwira ntchito pa chithunzi chimodzi chokha choyambirira: kaya chithunzi chomwe chilipo kale mu kukambiranako — chomwe chinamatikidwa kale, kapena chomwe chinapangidwa kwa inu — kapena chomwe chamatikidwa ku uthenga umene mukutumiza pano. Palibe chomwe chimatengedwa kunja kwa kukambiranako, ndipo njira ya kusintha sichiphatikiza zithunzi ziwiri mwakachetechete. Ngati cholinga chanu chikufuna zinthu kuchokera ku zithunzi zoposa chimodzi — zovala za pa chithunzi A pa munthu wa pa chithunzi B — ichi ndi kuphatikiza, kokhala ndi mawonekedwe osiyana a prompt otchula udindo wa chithunzi chilichonse motsatana.

Mafunso otsatira ndi chithunzi chaposachedwa choyenera

Chithunzi chikakhala kale mu kukambiranako, mafunso otsatira aafupi amagwira ntchito mmene mumayembekezera. "Pangani kukhale kwakuda kwambiri." "Tsopano yesani pa nthawi yolowa dzuwa." Izi zimagwiritsa ntchito chithunzi chaposachedwa choyenera mu kukambiranako — nthawi zambiri chotulukacho chomwe mwangolandira — choncho kutsatizana kwa malangizo aang'ono kumagwira ntchito ngati mulu wa zosintha. Zotsatira zitatu:

  • Sinthani mwa masitepe amodzi. Funso lililonse lotsatira ndi kupanganso kwathunthu, choncho "pangani kukhala kwakuda ndikusintha kotiyo ndikuchotsa kamera pansi" ndi zosintha zitatu zomwe zikupikisana pa kudutsa kumodzi. Tumizani mauthenga atatu; imani pa chomwe mwakonda.
  • Onetsetsani za kutayika kwa mibadwo. Kupatuka kwaating'ono kumawonjezerana; podzafika kusintha kwachisanu ndi chimodzi motsatizana, nkhope ingakhale kutali kwambiri ndi choyambirira ngakhale palibe sitepe imodzi imene inkawoneka yolakwika. Mukaona kusochera, siyani kukonzakonza — matikaninso fayilo yoyambirira ndipo lembani malangizo amodzi ophatikiza zonse zomwe mwadziwa kuti mumafuna.
  • Mu kukambirana kwautali, khalani omveka bwino. "Pogwiritsa ntchito chithunzi cha m'mphepete mwa nyanja chomwe ndinamatikapo kale, …" imachotsa chisokonezo pamene zithunzi zingapo zikugwiritsidwa ntchito.

Kaadi ya chitsimikizo ndi mpata wanu womaliza owonjezera chomangira

Mumafunsa mu mawu wamba, mu chinenero chilichonse chimene mumalankhula. Shannon imazindikira kuti ntchito ya chithunzi ikupemphedwa, imalemba malangizo omaliza yokha mu Chingerezi, ndipo imakusonyezani pa kaadi ya chitsimikizo chisanapange kalikonse. Palibe chomwe chimapangidwa ndipo palibe chomwe chimalipiritsidwa mpaka mutatsimikiza. Werengani kaadiyo — pamenepo ndipo mumapeza chiganizo chosunga chosowa musanawononge kalikonse.

Zizolowezi ziwiri zogwirizana: Shannon sipanga kalikonse mopanda kupemphedwa — moni, funso kapena chithunzi chomatikidwa mwapachiyerekezo sizikuyambitsa ntchito ya chithunzi. Ndipo kupempha Shannon kuti ayang'ane chithunzi chokha — kuchifotokoza, kuwerenga malemba ali mmenemo, kunena chifukwa chake kalongosoledwe sikakugwira ntchito — ndi ntchito yamba ya masomphenya, osati kupanga, ndipo sichilipiritsa kanthu kowonjezera. "Kodi mungasinthe chiyani pa chithunzichi?" ndi uphungu waulere; kuchita zomwe wanenazo ndiko kusintha.

06Mlingo wa mbali umalandidwa, mwaokha

Chithunzi chosinthidwa chimabwerera ndi mlingo womwewo wa mbali ngati choyambirira chake. Simusankha mlingo ndipo simufunikira: chithunzi cha 4:5 chimakhalabe 4:5, cha 16:9 chimakhalabe 16:9, chithunzi cha pa foni chosalongosoka bwino chimasunga zigawo zake. Kusintha komwe kungasinthe mawonekedwe a chithunzi chanu mwakachetechete sikukanakhala kusintha — kukanakhala kudulira kuphatikiza kupeka za zomwe zili kunja kwa malire oyambirira.

Umenewu ndi kusiyana kwenikweni ndi njira zina ziwiri. Malemba-kupita-ku-chithunzi amakupemphani kusankha pakati pa square (yosankhidwa kale), portrait, landscape, wide (ya makanema) ndi tall (mapositala ndi zokongoletsera zenera), ndipo pempho lonena mwachindunji limapambana nthawi zonse; kuphatikiza kumakulolani kusankha chikwakwa chatsopano, popeza palibe choyambirira chimodzi choti mulande kuchokera. Choncho ngati mukufuna mawonekedwe osiyana, iyi si kusintha — kusandutsa chithunzi cha 1:1 cha katundu kukhala chikwangwani cha 16:9 kumatanthauza kupeka ma pixel amene sanajambulidwepo. Chitani mwadala, mwa kupanga kapena kuphatikiza pa chikwakwa chatsopano.

07Palibe kupanga makanema

Tinene mwachindunji, chifukwa anthu amafunsa

Shannon sipanga makanema ndipo sisunthitsa zithunzi. Palibe njira ya chithunzi-kupita-ku-kanema, palibe "sunthitsani chithunzichi," palibe loop, palibe cinemagraph. Ichi si chinthu chomwe chikuyesedwa kapena chikubwera posachedwa — sichilipo mu chinthucho, ndipo palibe kalikonse pa tsamba ili choti kaziwerengedwa ngati kusonyeza mwina.

Chimene Shannon 3 imachita ndi zithunzi ndi zinthu zitatu zokha: kupanga chithunzi chatsopano, kusintha chithunzi chimodzi chomwe chilipo, ndi kuphatikiza zithunzi ziwiri kapena kuposerapo kukhala chimodzi. Chilichonse pa tsamba ili chili mkati mwa chachiwiri mwa zimenezo.

N'koyenera kunenanso kachiwiri, chifukwa "chosinthira zithunzi za AI" ndi "chopangira makanema a AI" zayamba kukhala pafupi m'maganizo a anthu, ndipo chida chomwe chimasintha kuunika kwa chithunzi chanu mosavuta chimamveka ngati chiyenera kukhala pafupi ndi kuchisunthitsa. Sichoncho — ndipo muyenera kudziwa zimenezi mumphindi yoyamba osati yakhumi.

08Chifukwa chake kusasidwa kumafunika kwambiri pa kusintha kuposa pa kupanga

Zosinthira zosefedwa zimalephera mosiyana ndi zopangira zosefedwa, ndipo nthawi zambiri zoipa kwambiri. Chopangira chosefedwa chimakana prompt yanu; mumalembanso ndikuyesanso. Chosinthira chosefedwa chingakane chithunzi choyambirira chomwecho, musanawerenge liwu limodzi la malangizo anu. Mutumiza chithunzi cha bala la zachipatala pa lipoti la mlandu ndipo chimakanidwa pa kulowetsa. Mutumiza chithunzi chakale cha nkhondo kuti mukonze ng'alu ndipo mfuti mkati mwa chithunzicho imathetsa kukambiranako. Ntchito yoyenera, kukana kwathunthu, palibe kulembanso komwe kukanathandiza.

Shannon imayendetsa njira ya zithunzi popanda chosefera cha zinthu pa chotulukacho ndipo popanda wosanjikiza wa kukana pa mtundu umene umalemba malangizo. Ndicho chimene chimapangitsa ntchito zamba izi kutheka:

  • Zithunzi zamaliseche za luso ndi ntchito za thupi — kukonza, kusintha kuunika ndi kalembedwe kwa akatswiri a luso ndi ojambula amene akugwira ntchito ndi anthu akuluakulu ovomereza.
  • Zithunzi za zachipatala ndi umboni wa milandu — zithunzi za zachipatala zokonzedwa za zophunzitsira, malipoti a milandu, ndi ntchito za kumanganso zomwe zosinthira zodziwika zimakana pofika poyamba.
  • Zithunzi za kafukufuku wa chitetezo — zithunzi za pa skrini, zithunzi za chitetezo cha thupi, ndi zolemba za zida za makampani a chidziwitso cha phishing ndi malipoti a red-team.
  • Chiwawa mu nkhani zopeka — luso la kupanga makanema, masewera ndi mabuku a zithunzi pamene bala kapena chida ndicho chinthu chachikulu.
  • Nthabwala za ndale ndi zithunzi za nkhani — mbiri ya zaka zambiri kumbuyo kwake, thandizo lochepa kwambiri mu zida zosefedwa.
  • Ntchito ya mtundu ndi maonekedwe za eni ake — zithunzi za katundu wanu, malogo ndi zithunzi za nkhope, ndi zolemba zakale za mabanja zovuta, popanda kutsutsana ndi chosankha chinthu chokhudza ngati muli ndi chilolezo.

Kusasidwa sikutanthauza kusowa udindo. Shannon imayendetsedwa ndi Shannon Lab LLC (New Mexico, USA) pansi pa Ndondomeko ya Kagwiritsidwe Kaudindo yosindikizidwa, pamene malire enieni amakhala — omwe amakhudza malamulo ndi kuwononga m'malo mosakhutira kwa chosankha chinthu ndi chithunzi cha bala. Kusowa kwa kukana kwachizolowezi ndi mawu okhudza chidacho, osati okhudza udindo wanu pa zomwe mumapanga.

09Pamene API imagwira ntchito — ndi pamene siigwira

Ichi ndi kulakwitsa kofala kwa owerenga obwera kuchokera ku kufufuza kwa API. Kupanga ndi kusintha zithunzi zimachitika mu pulogalamu ya chat ya Shannon, osati pa API. Zinenero zitatu za /v1 — /v1/chat/completions (mawonekedwe a OpenAI), /v1/messages (mawonekedwe a Anthropic) ndi /v1/responses, zonse zoyenda, zonse pa mitundu yomweyo — zimatumikira mawu ndi masomphenya. Masomphenya amatanthauza kuti mitunduyo imawerenga zithunzi zimene mumatumiza: kuzifotokoza, kulemba malemba ali mmenemo, kusanthula chati. Sizikutanthauza kuti zimapanga kapena kusintha zithunzi.

Izi zikusiya njira imodzi yothandiza: masomphenya kuphatikiza mtundu wa mawu wosasidwa ndi mthandizi wamphamvu wolemba malangizo. Tumizani ku API chithunzi chanu choyambirira, mufunse kuti afotokoze zomwe zili mkati ndikulemba malangizo amangiriro otchula kusinthaku ndi zomangira, kenako yendetsani malangizowo mu chat — zimapeza zomangira zomwe mukanaiwala. Mawonekedwe a pempho ndi yankho ali mu zolemba za API.

10Mafunso Ofunsidwa Kawirikawiri

Kodi chosinthira zithunzi za AI chosasidwa ndi chiyani?

Ndi chosinthira chomwe chimatenga chithunzi chomwe chilipo kuphatikiza malangizo a mawu wamba ndipo chimabwezera chithunzi chosinthidwa, popanda chosefera cha zinthu pa chotulukacho ndipo popanda wosanjikiza wa kukana pa mtundu umene umalemba malangizowo. Chimayenda pa gulu lathu la ma GPU mkati mwa pulogalamu ya chat ya Shannon, choncho ntchito zomwe zosinthira zosefedwa zimakana — kukonza zithunzi zamaliseche za luso, zithunzi za zachipatala ndi umboni wa milandu, zithunzi za kafukufuku wa chitetezo, chiwawa mu nkhani zopeka, nthabwala za ndale — zimachitidwa m'malo mokanidwa.

Chifukwa chiyani nkhope imasintha pamene ndinangopempha kusintha kumbuyo?

Chifukwa kusintha mwa malangizo kumapanganso chithunzi chonse kutengera chithunzi chanu choyambirira, osati gawo lokha limene munkaganizira — chilichonse chomwe simunatchule ngati chosasintha chili ndi ufulu wosochera. Njira yothetsera ndi kumangirira: onjezani chiganizo chosunga monga "sungani nkhope, kapangidwe ka tsitsi, kaimidwe ndi zovala zofanana, ngodya yomweyo ya kamera ndi kudulira komweko". Kutchula mbali zosasintha ndicho chinthu chachikulu kwambiri chokweza mtundu chimene muli nacho.

Kodi kusintha zithunzi kwa Shannon kumalandira prompt yoletsa?

Inde. Mosiyana ndi malemba-kupita-ku-chithunzi, zomwe sizilandira konse, njira za kusintha ndi kuphatikiza zithunzi zambiri zonse zimalandira imodzi. Igwiritseni ntchito pa zolakwika zosafunika — extra fingers, warped text, duplicated railings, smeared texture, plastic skin, watermarks — m'malo molemba "palibe X" mu malangizo. Zisankho za zomwe zikuoneka ndi za mu malangizo, zofotokozedwa mwachindunji; kulepheretsa zolakwika ndi za mu prompt yoletsa.

Kodi Shannon ingasunthitse chithunzi changa kapena kuchisandutsa kanema?

Ayi. Shannon sipanga makanema ndipo sisunthitsa zithunzi. Palibe njira ya chithunzi-kupita-ku-kanema ndipo palibe imene ikulengezedwa. Shannon 3 imapanga chithunzi chatsopano, imasintha chithunzi chimodzi chomwe chilipo, kapena kuphatikiza zithunzi ziwiri kapena kuposerapo kukhala chimodzi — zinthu zitatuzo ndi palibe kalikonse kupitirira apo.

Kodi kusintha kumagwiritsa ntchito zithunzi zingati zoyambirira?

Chimodzi chokha: kaya chithunzi chomwe chilipo kale mu kukambiranako, kapena chomwe chamatikidwa ku uthenga wanu wapano. Ngati zinthu ziyenera kuchokera ku zithunzi ziwiri kapena kuposerapo — zovala zochokera pa chithunzi chimodzi zikuikidwa pa munthu wa pa chithunzi china — ichi ndi kuphatikiza, osati kusintha, ndipo muyenera kupereka zithunzi zenizeni m'malo mofotokoza chachiwiri mu mawu.

Kodi ndiyenera kujambula mask kapena kugwiritsa ntchito inpainting?

Ayi. Palibe burashi, lasso kapena wosanjikiza wa mask. Mumafotokoza kusinthaku mu chiganizo ndipo gawo limene likusinthidwa limadziwika kuchokera ku chinenero chanu, ndicho chifukwa chake mayina enieni ndi ofunika: "galimoto yasiliva yoimikidwa mbali yakumanja" imalozera bwino kwambiri kuposa "chinthu chija". Izi zimapanga Shannon kukhala njira ina yothandiza ya inpainting yosasidwa kwa anthu amene akufuna chotulukacho popanda ntchito yosankha.

Kodi ndingasinthe zithunzi kudzera pa API ya Shannon?

Ayi. Kupanga ndi kusintha zithunzi zili mu pulogalamu ya chat ya Shannon. Zinenero za /v1 — /v1/chat/completions, /v1/messages ndi /v1/responses — zimatumikira mawu ndi masomphenya: zimawerenga ndi kusanthula zithunzi zimene mumatumiza koma sizipanga kapena kusintha. Njira yofala ndikuti masomphenya a API alembe malangizo amangiriro, kenako muyendetse kusinthaku mu chat.

Sinthani chithunzi popanda kutsutsana ndi chosefera

Matikani chithunzi, lembani chiganizo chimodzi, tchulani chimene chikukhalabe.

Yambani Kusintha Werengani Zolemba za API

Zithunzi zimapangidwa pa gulu lathu la ma GPU · palibe chimene chimapangidwa kapena kulipiritsidwa mpaka mutatsimikiza kaadi


Shannon AI imayendetsedwa ndi Shannon Lab LLC, New Mexico, USA. Kupanga, kusintha ndi kuphatikiza zithunzi ndi zinthu za mu pulogalamu ya chat ya Shannon 3; API ya /v1 imatumikira mawu ndi masomphenya zokha. Palibe kupanga makanema komwe kulipo mu chinthucho. Kusintha kumalandira chithunzi chimodzi chokha choyambirira ndipo kumalanda mlingo wake wa mbali. Kugwiritsa ntchito njira za zithunzi zosasidwa kumayendetsedwa ndi Ndondomeko ya Kagwiritsidwe Kaudindo.

All research links