Paglikha ng larawan na batay sa reference
Gumamit ng larawan bilang panimula ng bagong visual draft
Magplano ng image-to-image transformation gamit ang awtorisadong source. Tukuyin kung aling structure ang pananatiliin, ano ang babaguhin, at paano susuriin ang mabubuong draft.
Model
Gumagawa ng still image ang creator na ito. Magpatuloy sa naka-link na mga tool para sa comics at video; hindi mapipiling production modes ang mga research strategy.

Record ng larawan
Google Vertex AI · gemini-3.1-flash-image · · 1280 × 859 px
Orihinal na generation prompt
Use case: photorealistic-natural / product-mockup. Convincing natural editorial PHOTOGRAPH at an adult artist's clean drawing table. Supplied image1 is the original character identity sheet; image2 is the original six-panel greenhouse story. Four separate medium matte landscape cards lie in a clean two-by-two arrangement on the table. Their artwork uses the SAME original adult botanist in teal jacket and coral scarf, same mint-green one-antenna robot, same greenhouse and terra-cotta pot. Show four distinct useful framings from the supplied story: wide greenhouse establishing view, medium pot-on-bench action, close-up seed-and-hands detail, and medium shared watering action. Cards have generous blank ivory borders; all four are fully inside frame and none overlap. A smaller character-reference sheet from image1 sits just behind the cards, partly visible. Exactly one relaxed realistic adult hand rests at the edge without covering the art. Natural ink/watercolor illustration stays on paper; room, wooden table and skin are photographic. No writing, numbers, arrows, logos, app UI or made-up test results. The finished framing alternatives dominate 80 percent of frame, subtle pencil and linen details only. Landscape 3:2, almost overhead.
Tingnan ang buong artworkMagplano ng tiyak na resulta
Mula sa magaspang na greenhouse sketch tungo sa visual draft
Gumamit ng orihinal na composition sketch para planuhin ang greenhouse scene. Panatilihin ang mahalagang ayos habang sinusubukan ang bagong visual direction.
Ano ang ihahanda
- Isang awtorisadong rough sketch na may malinaw na pagkakalagay ng subject.
- Isang brief na tumutukoy sa gustong visual direction at sa istrukturang dapat mapanatili.

Record ng larawan
Google Vertex AI · gemini-3.1-flash-image · · 1280 × 859 px
Orihinal na generation prompt
Use case: illustration-story. Make ONE original finished comic page in a clean three-column by two-row grid, exactly SIX equally sized panels, narrow even ivory gutters and complete outer margins. The provided image is the character identity and wardrobe reference, not a page to copy. Preserve its adult botanist with warm brown skin, short dark curly hair, teal jacket, coral scarf, sand trousers, brown boots, and round mint helper robot with two dark eyes and exactly one short antenna. Quiet elegant ink-and-watercolor comic style, teal/coral/sage/ochre palette. Tell a very simple readable rooftop greenhouse planting story: panel1 wide view botanist and robot arrive at the greenhouse carrying a small terra-cotta pot; panel2 medium view the botanist places the pot on the wooden bench; panel3 close view gloved adult hands holding a seed above the pot; panel4 medium view botanist and robot water the pot with a small cream watering can; panel5 close view botanist and robot look at the tiny seedling; panel6 wide view both stand by the finished row of three potted seedlings in afternoon light. All people are adults; each scene has one botanist and one robot unless only hands are framed. The pot remains terra-cotta, the greenhouse stays structurally coherent, identity and outfit remain recognizable. No writing, numbers, logos, speech balloons, captions, lettering, illegible marks, third-party characters, UI, photorealistic environment or claims of tested consistency. Landscape 3:2.
Tingnan ang buong artworkGamitin ang sketch para sa komposisyon
Ipaliwanag kung aling posisyon ng subject at object ang mahalaga, sa halip na ituring ang bawat magaspang na guhit bilang tapos na detalye.
Sabihin ang nilalayong pagbabago
Pumili ng malinaw na visual direction at tukuyin ang anumang detalye na dapat linawin ng bagong image.
Suriin ang impormasyon ng kuwento
Tiyaking ipinapaliwanag pa rin ng resulta ang inaasahang action at ugnayan ng mga subject.
Mas gumaganda ang brief kapag malinaw ang papel ng source image. Suriin ang resulta batay sa papel na iyon sa halip na asahang awtomatikong maililipat ang bawat katangian.
Praktikal na panimulang punto
Piliin ang source at ang layunin nito
Tukuyin kung ang larawan ay nagbibigay ng identity, composition, style, o iba pang reference. Gumamit lang ng materyal na may pahintulot kang ibahagi.
Tukuyin ang pagbabago
Ilarawan kung ano ang dapat magbago at aling mga feature ang mahalagang mapanatili. Iwasan ang magkakontrang reference o malabong instruksyon.
Ihambing ang resulta sa gawain
Sabay na suriin ang source at output. Tignan ang structure, identity, hinihinging pagbabago, at mga error sa nilalayong display size.
Ano ang susuriin

Record ng larawan
Google Vertex AI · gemini-3.1-flash-image · · 1280 × 859 px
Orihinal na generation prompt
Use case: photorealistic-natural / product-mockup. Convincing natural editorial PHOTOGRAPH at an adult artist's clean drawing table. Supplied image1 is the original character identity sheet; image2 is the original six-panel greenhouse story. Four separate medium matte landscape cards lie in a clean two-by-two arrangement on the table. Their artwork uses the SAME original adult botanist in teal jacket and coral scarf, same mint-green one-antenna robot, same greenhouse and terra-cotta pot. Show four distinct useful framings from the supplied story: wide greenhouse establishing view, medium pot-on-bench action, close-up seed-and-hands detail, and medium shared watering action. Cards have generous blank ivory borders; all four are fully inside frame and none overlap. A smaller character-reference sheet from image1 sits just behind the cards, partly visible. Exactly one relaxed realistic adult hand rests at the edge without covering the art. Natural ink/watercolor illustration stays on paper; room, wooden table and skin are photographic. No writing, numbers, arrows, logos, app UI or made-up test results. The finished framing alternatives dominate 80 percent of frame, subtle pencil and linen details only. Landscape 3:2, almost overhead.
Tingnan ang buong artworkDireksyon ng pananaliksik
Pananaliksik sa likod ng workflow
Pumili ng references ayon sa kanilang papel
Sinusuri namin kung binabawasan ba ng malinaw na tumutugmang identity, view, at composition reference ang mga hindi kailangan o magkasalungat na visual na impormasyon.
Sukatin kung ano ang nilalayong mapanatili ng source
Magkakaibang tanong sa evaluation ang identity, composition, at style. Ang kapaki-pakinabang na paghahambing ay tumutukoy sa property na nilalayong gabayan ng source.
Direksyon ng pananaliksik
Benchmark ng Character Consistency
Gaano katiyak nananatiling makikilala ang karakter sa kabila ng pagbabago sa camera, pose, damit, at eksena?
Paano namin ito susuriin: Suriin nang hiwalay ang identity, wardrobe, bilang ng karakter, pag-align sa kuwento, at kabuuang gastos bawat aprubadong panel.
Direksyon ng pananaliksik
Adaptive Reference Pumiliion
Aling identity, full-body, outfit, o camera-view reference ang nakakatulong sa isang partikular na shot?
Paano namin ito susuriin: Ihambing ang mga fixed reference set sa shot-matched set gamit ang parehong kuwento at acceptance rules.
Alamin ang mga hangganan
- Nag-iiba ang image-to-image behavior at reference controls depende sa napiling model at tool.
- Hindi ginagarantiyahan ng reference ang eksaktong geometry, identity, o style transfer.
Ang primary research ang gabay sa mga tanong na ito; hindi nito pinatutunayan ang mga resulta para sa CyaniModel.
Mga madalas itanong
Pareho ba ang image-to-image at local photo edit?
Maaaring muling bigyang-kahulugan ng image-to-image workflow ang buong image. Ang local edit ay nakatuon sa partikular na pagbabago. Suriin ang controls at gawi ng napili mong tool.
Maaari ba akong gumamit ng sketch sa halip na photograph?
Maaaring tumanggap ang suportadong reference workflow ng iba’t ibang uri ng image. Linawin ang layunin ng sketch, gaya ng composition o pose, at suriin ang aktuwal na output.
Maaari ko bang matiyak ang parehong character pagkatapos ng style change?
Maaaring baguhin ng style change ang mga detalye na tumutukoy sa identity. Panatilihin ang malinaw na identity reference at ikumpara ang resulta; hindi garantisado ang eksaktong pagpapanatili.
Ipagpatuloy ang kuwento mo
Bigyan ng malinaw na papel ang source image sa bagong resulta.
Magpatuloy sa LlamaGen para tingnan ang mga available na tool, pagpipilian ng model, account requirements, at credits bago mag-generate.