Canja Tufafi da AI, Marar Tantancewa

Yawancin aikin hoto da mutane ke buƙata da gaske ba "ka yi min hoton wani abu ba" ne. "Ka sanya wannan jaket a kan wannan mutumin," "ka saka wannan kujerar cikin wannan ɗakin," "ka ɗauki hoton wannan kayan a wancan hannun." Duk waɗannan suna buƙatar kayan daga hoto fiye da ɗaya, kuma duk suna gazawa ta hanya ɗaya: an haɗa hoto ɗaya, an kwatanta ɗayan da kalmomi, sai ga wani abu mai gamsarwa ya dawo wanda ba abin da kake da shi ba ne. Maganin ya fi yadda za ka zata ƙanƙanta, kuma yana aiki a ko'ina.

01Menene "haɗa hotuna", da kuma inda yake faruwa

Shannon 3 yana yin abubuwa uku daban da hotuna: yana ƙirƙirar sabon hoto daga bayani, yana gyara hoto guda ɗaya da ke akwai, kuma yana haɗa hotuna biyu ko fiye zuwa sabo guda ɗaya. Suna da dokoki daban, kuma zaɓar wanda bai dace ba shi ne wuri na farko da inganci ke tafiya.

Yi amfani da haɗawa duk lokacin da hoton ƙarshe yake buƙatar kaya daga hoto fiye da ɗaya: canja tufafi, sanya abu cikin wuri, mutum A kusa da mutum B, kaya na gaske a hannun mutum na gaske, salon hoto ɗaya a kan abin ɗaukar hoto na wani. Idan ka ga kana fatan za ka iya nuna hotuna biyu a lokaci ɗaya, wannan shi ne aikin.

Duk wannan yana faruwa a manhajar hira ta Shannon, cikin hira ta talakawa. Ba ya kan API na /v1 — API yana hidimar rubutu da gani, wato yana karanta hotunan da ka aika maimakon ya samar da sababbi. Idan ka zo daga binciken API, wannan ita ce amsar gaskiya; duba takardun API don abin da wuraren shiga suke hidima da gaske. Ana zana hotuna a kan gungun GPU namu.

Kana tambaya da harshe mai sauƙi, da duk yaren da kake magana. Shannon yana gano cewa ana neman hoto, yana rubuta umarnin ƙirƙira da kansa cikin Turanci, sannan ya nuna maka shi a katin tabbatarwa kafin a zana komai. Ba a ƙirƙirar komai kuma ba a caje ka har sai ka tabbatar — kuma ga aikin hotuna da yawa wannan katin shi ne inda kake duba cewa rawa da tsari sun fito yadda ka nufa. Shannon ba ya taɓa ƙirƙira ba tare da an nemi hakan ba: gaisuwa, tambaya, ko hoton da aka haɗa kwatsam ba ya haifar da zanawa.

02Dokar: ka ambaci rawar kowane hoto, bi da bi

Dole umarnin ya faɗi abin da kowane hoto yake bayarwa, kuma dole ya faɗe shi bisa tsarin da aka bayar da hotunan. Wannan ita ce dukkan dabarar; duk abin da ke ƙasa wannan doka ce da aka yi amfani da ita a takamaiman aiki.

Hoto na farko shi ne ginshiƙi — babban abin ɗaukar hoto, ko wurin, duk abin da hoton ƙarshe ya fi kunsa. Shi yake tsara ainihi, tsayuwa, tsarin firam, haske da duk abin da ba ka nemi a canja ba. Hotunan da suka biyo baya tushe ne: sassan da ake shigo da su. Ka rubuta jimlar yadda baƙo mai riƙe hotunan bisa tsari zai iya gudanar da aikin da hannu.

Yana aiki
The woman from the first image wearing the red knitted sweater
from the second image, standing in the same park, same pose and
same afternoon light, her face and hair unchanged.

Yana gazawa
Combine these two images.   Merge the photos.   Put them together.

Nau'ikan da suke gazawa ba sa gazawa saboda sun yi gajarta ba amma saboda ba su taɓa faɗin wanne hoto ne mutumin da wanne ne swetar ba. Ɗabi'u uku suna sa dokar ta zama abin dogaro:

• Yi amfani da harshen tsari a fili. "Daga hoto na farko", "daga hoto na biyu". Kalmomi huɗu, sai shubuhar ta ɓace.
• Ka faɗi abin da zai tsaya haka. "Ka riƙe fuskarta, gashinta da tsayuwarta kamar yadda suke." Ambaton sassan da ba za su canja ba shi ne mafi girman ƙarfin inganci a kowane aikin hoto da Shannon yake yi, kuma ya fi muhimmanci a nan, saboda haɗawa tana da abubuwa biyu ko fiye da za ta iya karkacewa daga gare su.
• Ka rubuta rubutu mai gudana, ba alamomi ba. Samfurin Hoto yana karanta umarni kamar yadda samfurin harshe yake karanta jimla, don haka cikakkun jimloli sun fi kalmomin da aka raba da waƙafi. Ka nufi kalmomi 30 zuwa 80, kuma ka guji shara ta zamanin SDXL ("masterpiece, best quality, 8k") da tsarin nauyi kamar (word:1.3).

Idan hoto yana ɗauke da abu fiye da ɗaya, ka ambaci sashen da kake so daga cikinsa. Idan hoto na biyu hoton kasida ne na model sanye da swetar, "swetar jar da aka saƙa da matar da ke hoto na biyu ta sa" yana nufin kana son tufar, ba model ɗin ba. Ka bar shi a "hoto na biyu" sai ka iya samun fuskarta ma.

Ƙirar rawa bisa aiki

Aiki	Hoto na farko	Hoto na biyu	Siffar umarni
Canja tufafi	Mutumin	Tufar	"[Mutumin] da ke hoto na farko sanye da [tufar] daga hoto na biyu, [abin da zai tsaya]"
Abu cikin wuri	Wurin	Abin	"[Ɗakin] da ke hoto na farko tare da [abin] daga hoto na biyu an ajiye shi [inda], yana dacewa da [haske]"
Mutum + mutum	Mutum A da wurin	Mutum B	"[Mutumin] da ke hoto na farko tsaye kusa da [matar] daga hoto na biyu, [wurare, kallo]"
Kaya a kan mutum	Model ko wurin	Kayan	"[Model] da ke hoto na farko riƙe da [kayan] daga hoto na biyu, [riƙo, gefen lakabi]"
Canja salo	Abin ɗaukar hoto	Hoton tunanin salo	"[Abin] da ke hoto na farko an zana shi da [gatarin salo] na hoto na biyu, [abin bai canja ba]"

03Kuskuren da yake ɓata yawancin ƙoƙari: kwatantawa maimakon haɗawa

Wannan shi ne kuskuren da ya cancanci a yi hayaniya a kansa, saboda shi ne mafi yawaita kuma saboda yana kama da ya yi aiki. Mai amfani yana da hotuna biyu — abokin cinikinsa da kayan abokin cinikinsa, ko kansa da jaket ɗin da yake da shi. Ya haɗa ɗaya, ya rubuta ɗayan.

Kuskuren
[attaches one photo of a woman]
"Put a red knitted sweater on her, cable knit, kind of chunky,
with a rolled collar."

Abin da ya dawo shi ne mace sanye da sweta jar da aka saƙa. Sweta ce mai kyau. Ba ita swetar ba ce. An ƙirƙiri tsarin saƙar, rinin ja ne daban, zurfin layukan bai dace ba, wuyan yana nannaɗewa ta hanyar da ba daidai ba, kuma ƙananan rashin daidaito da suke sa tufa ta gaske ta bayyana — gyara, jan zare, miƙewa a gwiwar hannu — sun ɓace, saboda babu abin da ke cikin jimlar da ya ƙunshe su.

Rubutu tashar asara ce kuma hoto ba haka ba. Jimla mai kula tana ɗaukar wataƙila siffofi goma sha biyu na abu; hoton yana ɗaukar dubbai, har da duk wanda ba za ka taɓa tunanin rubuta shi ba da waɗanda ba za ka iya ambatarsu ba. Kwatantawa maimakon haɗawa yana zubar da duk abin da ba ka yi tunaninsa ba, wanda shi ne mafi yawa. Haɗawa tana kiyaye ainihin kamanni saboda ainihin kamannin yana nan.

Gwajin mai sauƙi ne. Idan manufar hoton ita ce cewa wancan ne — wannan takamaiman tufar, wannan mutumin, wannan ainihin kayan, wannan ɗakin — ka haɗa shi. Idan za ka iya zaɓar abin daga cikin layi kuma yana da muhimmanci sakamakon ya dace da wanda za ka zaɓa, bayani ba zai isa ba.

Akwai dalili na halal na kwatantawa: lokacin da abin bai wanzu ba tukuna, ko lokacin da nau'in gama-gari shi ne abin da kake so. Ƙirƙirar sweta da babu wanda ya saƙa, tsara ra'ayi a taƙaice — wannan aikin rubutu-zuwa-hoto ne, kuma bayani ya dace saboda babu abu na gaske wanda kake riƙe ainihinsa. Da zarar abu na gaske ya shiga aikin, sai hotonsa ma ya shiga.

Rabin kuskure mai alaƙa: haɗa hotunan biyu sannan duk da haka a kwatanta na biyun dalla-dalla. Siffofin za su iya faɗa da hoton — ka rubuta "mai kauri" alhali tufar ta gaske tana da zare siriri sai ka gabatar da saɓani. Ka kwatanta hoto na biyu kawai gwargwadon abin da zai gano wane sashe nasa kake so.

04Canja tufafi

Aikin hotuna biyu na asali. Ka haɗa mutumin da farko sannan tufar a matsayi na biyu. Hoton tufar zai iya zama shimfiɗe, a kan rataya, hoton kasida, ko wani sanye da ita — duk suna aiki, muddin ka faɗi wane sashe nasa kake nufi.

Canja tufafi
The woman from the first image wearing the red knitted sweater
from the second image. Keep her face, hair, pose and the park
background exactly as they are, with the same soft overcast light.
The sweater should hang naturally on her frame, with the cable
pattern and collar of the original garment intact.

Negative prompt: warped cable pattern, extra sleeves, distorted
hands, plastic-looking fabric, mismatched lighting

Abubuwa uku ne suke yin aikin: an ambaci rawa bisa tsari, an lissafa sassan da ba za su canja ba a fili (wanda shi ne abin da ke hana fuska karkacewa), kuma sashe na ƙarshe ya gaya wa samfurin cewa cikakkun bayanan tufar da kanta su ne manufar — ba tare da shi ba, haɗawa takan riƙe launi da siffa alhali tana shafe laushi a shiru.

• Daidaitawa da'awa ce ta zahiri, don haka ka yi ta. "Tana rataya a jikinta ta halitta", "an ɗaure ta a kugu", "hannayen suna ƙarewa a wuyan hannu" — in ba haka ba tufar tana iya zuwa da gwargwadon tushenta maimakon na mai sanyawa.
• Rufewa ita ce mawuyacin lamari. Idan an haɗa hannaye ko igiyar jaka ta ratsa ƙirji, ka faɗi abin da zai faru da ita. Shubuha a nan tana haifar da sanannen ɓatar hannun rigar da ta narke.
• Ƙarin tufafi na nufin ƙarin hotuna. Mutum da farko, sannan riga, sannan wando, sannan takalma — kuma ka kira su hoto na biyu, na uku da na huɗu a kai a kai. Kada ka koma "hoton takalman" a tsakiya.

05Sanya abu cikin wuri

A nan rawa tana juyawa: wurin yana zuwa da farko, saboda wurin shi ne abin da hoton ƙarshe ya fi kunsa, kuma abin shi ne sashen da ake shigo da shi. Ƙirar cikin gida, shirya ɗaki da kayan da ba ka saya ba, saka mota a kan hanya, ajiye sassaƙa a ɗakin baje koli — siffa ɗaya a kowane lokaci.

Abu cikin wuri
The living room from the first image with the green velvet
armchair from the second image placed beside the window on the
left, angled slightly toward the camera and standing about waist
height in frame. Match the room's warm late-afternoon light, with
a soft shadow falling to the right of the chair onto the rug.
Keep the rest of the room and the camera angle unchanged.

Negative prompt: floating object, cut-out edges, duplicate
shadows, mismatched color temperature

Hanyar gazawa a nan ba ainihi ba ce, kimiyyar lissafi ce. Abin da ya riƙe hasken kansa yana kama da an manna shi, kuma masu kallo suna gane hakan nan take ko da ba za su iya faɗin dalili ba. Ka kashe kalmominka a kan abubuwa uku da hoton abu keɓaɓɓe ba zai iya sani ba: wurin ajiye (ina a cikin firam, dangane da me), girma dangane da wurin maimakon santimita ("kusan tsayin kugu", "tsayin hannun ƙofa"), da haske da inuwa — hanya, inganci, da inda inuwar take faɗuwa. Wannan na ƙarshe shi ne abin da ke juya haɗi zuwa hoto.

06Mutum A kusa da mutum B

Mutane biyu waɗanda ba su taɓa kasancewa a ɗaki ɗaya ba: hotunan iyali tsakanin tsararraki, hoton wanda ya kafa kamfani lokacin da abokin kafuwar yake tafiya, fosta mai masu wasa biyu. Yana aiki, kuma yana buƙatar abubuwa biyu da ayyukan mutum guda ba sa buƙata.

Mutane biyu
The man from the first image standing beside the woman from the
second image, both on the same stone terrace from the first image.
He stands on the left, she stands on his right, shoulders almost
touching, both facing the camera at the same eye level. Keep both
faces, hairstyles and clothing exactly as in their own photographs,
and light both with the same soft evening light from the left.

Canvas: landscape
Negative prompt: mismatched skin tone, duplicated limbs, seam
line between subjects, uneven lighting

Ƙarin abubuwa biyun: tsarin wuri dangane da juna — wa yake wane gefe, nisa nawa tsakaninsu, kallon wa yake zuwa ina, da tsayi dangane da juna, tunda hotunan mutum biyu da aka yanke daban ba sa ba samfurin hanyar sanin cewa mutum ɗaya ya fi ɗayan tsayi da kai — da haske guda ɗaya da aka raba, an faɗe shi a fili, saboda kana haɗa muhallin haske biyu kuma dole ɗaya ya yi nasara.

A nan ne kuma zaɓar sabon rabon allo yake nuna amfaninsa: tushe biyu na tsarin portrait suna yin mummunan hoton ƙungiya na portrait, don haka ka nemi landscape ko wide. Kuma a faɗi abin da ya bayyana sau ɗaya — sanya mutum na gaske cikin hoton da ba ya cikinsa abu ne mai ƙarfi kuma ba ya zama marar cutarwa ta atomatik. Ka mallaki haƙƙi ko izini; manufarmu ta amfani da alhaki ita ce gajeriyar sigar.

07Kaya-a-kan-mutum, da hoton kaya marar tantancewa

Ta fuskar kasuwanci, wannan ita ce haɗawar da take biyan kanta. Kana da hoton kaya a kan fari kuma kana da model, hannu, kicin, teburin aiki. Haɗa su yana ba ka hoton salon rayuwa ba tare da ranar studio ba — kuma da ainihin kayanka a ciki maimakon kwatanci da aka ƙirƙira, wanda shi ne dukkan bambanci tsakanin kayan tallace-tallace mai amfani da kwatancin da za ka nemi afuwa a kansa.

Kaya a kan mutum
The woman from the first image holding the amber glass serum
bottle from the second image in her right hand, raised to chest
height, the label facing the camera and fully legible, her fingers
wrapped naturally around the bottle without covering the label.
Keep her face, hair and the kitchen background unchanged. Shot on
Kodak Portra 400, 85mm f/1.4, soft window light from the left.

Canvas: portrait
Negative prompt: warped label text, extra fingers, floating
bottle, duplicated reflections, plastic skin

Ƙarin abubuwa biyu na musamman ga aikin kaya. Riƙon: hannaye masu riƙe abubuwa su ne inda haɗawa ta fi lalacewa, don haka ka faɗi wane hannu, a wane tsayi, da cewa yatsun suna nannaɗewa ta halitta ba tare da rufe lakabin ba. Kulawar ɗaukar hoto: ka ambaci kamara, ruwan tabarau da fim ko tushen haske. Ya kamata fitarwa ta karanta a matsayin hoton da aka ɗauka, ba hotuna biyu da aka haɗa ba, kuma rubuta shi a matsayin hoto shi ne abin da ke kai ka can.

Rashin tantancewa yana da muhimmanci a nan ta hanya mafi sauƙi fiye da yadda yake ji. Janaretocin da aka tantance suna ƙin dukkan nau'ikan kasuwanci na yau da kullum da na halal: kasidun tufafin ciki da na ninkaya, kayan taba da na vape, giya, kayan haɗi na bindiga, kayan lafiyar manya, wiwi inda ya halatta, na'urorin likita, kayan aikin dabara da na farauta. Suna kuma ƙin aikin alama da kama da mai haƙƙin yake yi. Babu ɗaya daga cikin waɗannan da yake lamari na gefe; ranar Talata ce ta yau da kullum a hukuma. Shannon ba shi da matatar abun ciki a hanyar ƙirƙira kuma babu shimfidar ƙi a kan samfurin da yake rubuta umarnin, don haka aikin yana wucewa kuma tambayar haƙƙoƙi tana zama tare da kai, inda take.

08Salo daga hoto ɗaya, abin ɗaukar hoto daga wani

Abin ɗaukar hoto da farko, hoton tunanin salo na biyu. Abin da ya sa wannan aikin ya bambanta shi ne kana aron wani hali maimakon abu, don haka dole ka ambaci waɗanne halaye — kuma ka faɗi cewa abin ɗaukar hoto da tsarin hoton tunanin ba sa zuwa tare.

Hoton tunanin salo
The portrait of the man from the first image rendered in the
visual style of the second image: the same muted teal and ochre
palette, visible dry-brush texture, and flat even lighting. Keep
his face, expression and pose recognizable and unchanged. Do not
carry over the subject, background or composition of the second
image.

Negative prompt: second face, borrowed background, photographic
texture

Ka ambaci gatarin salo a fili, saboda "da salon hoto na biyu" shi kaɗai bai isa ba: tarin launuka (ko ainihin launuka, an rubuta su a matsayin color #8B0000 haɗe da abin da aka ambata), aikin goga ko hatsi, ingancin haske, kaurin layi, matakin taƙaitawa, kulawar gefuna. Zaɓi biyu ko uku da suke ayyana kamannin; ambaton dukkan shida yana daidaita su zuwa matsakaici. Kuma kada ka haɗa hanyoyi masu saɓani — "hoto na gaske" tare da "watercolor" yana haifar da rikici, ba haɗi ba. Idan kana son hoton da yake aron tarin launuka kawai, ka faɗi haka daidai.

09Umarni mara kyau da zaɓar sabon rabon allo

Iyawa biyu da suke wanzuwa ga haɗawa da gyara amma ba ga rubutu-zuwa-hoto ba, kuma ba a cika amfani da duka biyun ba.

Umarni mara kyau

Haɗa hotuna yana goyon bayan umarni mara kyau. Ɓatattun abubuwa suna zuwa can — kuma yana da muhimmanci su tafi can maimakon cikin umarnin, saboda rubuta "babu yatsu na ƙari" a cikin babban umarnin yana ambaton abin da kake ƙoƙarin gujewa a numfashi ɗaya da duk abin da kake so. Ka sanya ficewa a tashar tasu. Shigarwar da take cancanci matsayinta a kai a kai:

• Tsarin jiki — yatsu na ƙari, gaɓoɓi da aka maimaita, hannaye marasa siffa, fuska ta biyu.
• Alamun haɗawa — gefuna da aka yanke, layin haɗi da ake gani, abu mai shawagi, inuwa biyu, haske mai kewaye da abin.
• Rashin dacewar haske — zafin launi mara dacewa, hanyar inuwa mara daidaito, bayyanar da ba ta daidaita tsakanin mutane.
• Gazawar laushi — fata kamar ta roba, zare mai santsi, rubutun lakabi murɗaɗɗe, alamar da ba a iya karantawa.

Ka takaita shi ga kaɗan da suke yiwuwa a hotonka. Umarni mara kyau da ya lissafa abubuwa talatin umarni ne mai warwatsuwa, ba mai ƙarfi ba.

Rabon allo

Gyara hoto guda ɗaya yana gadon rabon gefe na hoton tushe ta atomatik — tushe guda ɗaya ne, kuma siffarsa ita ce amsar. Haɗawa ba ta da irin wannan tsohon zaɓi, don haka za ka iya zaɓar sabon rabon allo, kuma sau da yawa ya kamata ka yi hakan, saboda siffar da ta dace da tushe ɗaya ba ta cika dacewa da haɗawar ba.

Rabo	Ya fi dacewa da	Amfani na yau da kullum a haɗawa
square	Tsohon zaɓi, shafukan sada zumunta	Abu guda ɗaya tare da wani abu da aka canja
portrait	Mutane, abubuwa masu tsawo	Canja tufafi, kaya a hannun model guda
landscape	Wurare, ƙungiyoyi	Mutane biyu gefe da gefe, abu da aka ajiye a ɗaki
wide	Tsarin fim	Hotunan ƙungiya, wuraren kaya na muhalli, tutoci
tall	Fostoci, bangon wayar hannu	Hotunan tufafi na cikakken tsayi, tsarin fosta

Buƙata bayyananna koyaushe tana rinjaye. Ka yi shiru sai ka samu square — siffa mara dacewa ga yawancin aikin mutane biyu da na tufafi na cikakken tsayi, don haka ya cancanci kalma guda.

10Waɗanne hotuna Shannon yake amfani da su: hirar da wannan saƙon

Akwai hanyoyi biyu da hoto yake shiga haɗawa, kuma sanin wacce kake dogara da ita yana hana yawancin rikicewar tsari.

An haɗa da saƙon yanzu. Hanya kai tsaye: ka haɗa komai da saƙon da ke ɗauke da umarnin, bisa tsarin da kake nufin yin nuni da shi, sai "hoto na farko" da "hoto na biyu" su nufi abin da suke kama da shi daidai. Ka mai da wannan tsohon zaɓinka.

Yana cikin hirar tuni. Hotunan da aka aika a baya a cikin zaren suna ci gaba da kasancewa kuma ana iya yin nuni da su da harshe na yau da kullum — "hoton da na aika a baya", "hoton swetar na dazu", "sigar da ka yi ta biyu". Shannon yana warware nunin a kan zaren, wanda yake da amfani da gaske a doguwar zama: za ka iya sake yin aiki a kan sakamako sannan ka shigo da sabon abu ba tare da sake ɗora komai ba.

Kariyar duka biyun ɗaya ce. Katin tabbatarwa yana nuna umarnin kafin a zana komai, har da tsarin da ya zaɓa. Ka karanta shi. Idan rawar ta fito a juye — swetar a matsayin ginshiƙi, mutumin a matsayin tushe — ka faɗi haka sai a gyara kafin a ƙirƙiri ko a caje pixel guda. Duk da haka, idan zare ya yi tsawo kuma ya cika da hotuna, ka sake haɗa waɗanda kake buƙata; hotuna shida a baya, "hoto na biyu" yana da shubuha ga kowane mai karatu.

Neman Shannon ya duba hoto — ya bayyana shi, ya karanta lakabin, ya gaya maka wane zare ne — aikin gani ne na yau da kullum, ba ƙirƙira ba. Ba ya ci komai na ƙari kuma duba ne mai kyau kafin haɗawa: idan bayanin Shannon bai ambaci cikakken bayanin da kake damuwa da shi ba, umarninka yana buƙatar ya ambace shi.

11Marar tantancewa, da abin da hakan yake nufi da gaske

Babu matatar abun ciki a hanyar ƙirƙira kuma babu shimfidar ƙi a kan samfurin da yake rubuta umarnin. Haɗawa ita ce inda kayan aikin da aka tantance suka fi gazawa a bayyane, saboda tsarin ƙi ba zai iya bambanta haɗa hotunan da kake mallaka da haɗa hotunan da bai kamata ka mallaka ba — don haka yana toshe duka biyun.

Aikin da waɗannan kayan aikin suke ƙi kullum ba na ban mamaki ba ne: tsiraicin fasaha da nazarin jiki, zanen likita da na bincike na shari'a, hotunan binciken tsaro, tashin hankali cikin almara don murfin littattafai da fasahar wasa, izgilin siyasa, da nau'ikan kayan halal da aka lissafa a sama. Kowanne aiki ne na sana'a na halal wanda matatar kalmomi ba za ta iya bambanta shi da cin zarafi ba.

Marar tantancewa ba yana nufin marar lissafi ba. Kana bayar da hotunan abubuwa na gaske kuma sau da yawa mutane na gaske; haƙƙoƙi da izini naka ne ka riƙe, haka nan alhakin sakamakon. Shannon Lab LLC kamfani ne na New Mexico da yake aiki a ƙarƙashin manufar amfani da alhaki da aka wallafa — ya cancanci minti biyar kafin ka fara aiki da ya shafi kamannin wasu mutane.

12Iyakoki da suka cancanci sani kafin ka fara

Babu ƙirƙirar bidiyo. Shannon ba ya motsa hotuna kuma ba ya samar da bidiyo, ta kowace siffa, daga kowane ɗaya daga cikin waɗannan ayyuka — ba daga hoto guda ba, ba daga haɗawa ba, ba a matsayin zaɓi na gwaji ba. Idan aikinka ya ƙare da motsi, wannan ba kayan aikin mataki na ƙarshe ba ne. Wannan shi ne abin da samfurin yake, ba nuni ga wani shiri na gaba ba.

Sauran iyakoki na gaskiya, duk suna da hanyoyin kewayewa:

• Ƙananan rubutu shi ne wuri mafi rauni. Ƙaramin rubutu, rubutun marufi mai yawa da doguwar lambar serial suna iya fitowa ba daidai ba. Ka tsara kayan yadda muhimmin rubutu zai yi girma, ka sanya warped label text a umarni mara kyau, kuma ka duba a cikakken girma.
• Babban bambancin girma yana da wuya. Hoton kaya na pixel 4000 haɗe da ƙaramin hoton ɗaki yana ba samfurin kaɗan da zai yi aiki da shi. Yi amfani da kwafi mafi kyau na kowane tushe da kake da shi.
• Rufewa mai yawa tana takaita abin da za a iya canjawa. Tufar da aka ɗauki hotonta a naɗe, bayanta ba a taɓa ganinsa ba, ba za a iya ƙirƙirar bayanta da aminci ba. Idan haɗawar tana nuna baya, ka bayar da baya.
• Ƙarin hotuna na nufin ƙarin damar rikicewa. Tushe huɗu ana iya aiki da su tare da ambaton tsari mai tsanani, amma ba wurin sakaci ba ne — yi amfani da adadin da aikin ke buƙata kuma ba fiye ba.
• Manyan canje-canje biyu a lokaci ɗaya suna faɗa. Ka canja tufafin, ka tabbatar, sannan ka canja bayan hoton. Gyare-gyare bi da bi sun fi umarni guda mai nauyi kusan kowane lokaci, kuma kowane mataki yana da arha a duba.

13Tambayoyin da ake yawan yi

---

Ƙirƙirar hoto, gyara da haɗa hotuna da yawa fasalolin manhajar hira ta Shannon ne; wuraren shiga na /v1/chat/completions, /v1/messages da /v1/responses suna hidimar rubutu da gani, wato suna karanta hotuna maimakon su ƙirƙira su. Babu ƙirƙirar bidiyo. Zaɓukan rabo, goyon bayan umarni mara kyau da halin tabbatarwa suna aiki tun 5 ga Satumba, 2026. Masu alaƙa: ƙirƙirar hoto ta AI marar tantancewa · gyaran hoto na AI marar tantancewa · amfani da alhaki · takardun API · jerin bincike.