Inpainting uye Outpainting
Inpendi inozadza kana kutsiva nzvimbo yakafukidzwa mukati memufananidzo, nepo pendi yekunze ichiwedzera chifananidzo kupfuura miganhu yayo yepakutanga.
Pfupiso
Together they let you erase objects, fix flaws, and expand scenes seamlessly using generative AI.
Kudzika Kwakadzika
Kupenda uye kupenda kunze mabasa ekugadzirisa masiki-dunhu. Nekupenda, unopenda mask pamusoro pechikamu chemufananidzo - toti, mushanyi asingadiwi kana kukwenya - uye modhi yacho inovandudza nzvimbo iyoyo chete kuti ienderane nezviri mukati. Outpainting inoita zvinodzosera kumashure: inobata nharaunda *kunze* kweiyo yekutanga furemu senzvimbo yekuzadza, kugadzira inonzwisisika nzvimbo nyowani kuitira kuti mufananidzo uve nzvimbo yakazara. Diffusion modhi dzinopfuura pano nekuti dzinogadzira nekuita denoising uye dzinogona kugadzirwa kuti dzichengete mapixels asina kuvharwa akagadziriswa uku uchigadzira iwo akafukidzwa, sarudzo inotungamirwa nerunyoro rwekukurumidza. Mhedzisiro yacho inosanganiswa mukuvheneka, magadzirirwo, uye maonero kuitira kuti maedits ataridzike ekuzvarwa. Zvishandiso izvi zvinosimbisa mazuva ese maficha senge 'magic eraser' pamafoni uye 'generative kuwedzera' mune pro edhita.
Technical Insight
Mukudhirowa-kwakavakirwa painting, nzvimbo yakafukidzwa inotanga seruzha uye inodzikiswa zvishoma nezvishoma, nepo padanho rega rega mapixel anozivikanwa (asina kuvharwa) anobayiwazve kuitira kuti modhi yacho 'inopende' mukati me mask. Rumbidzo yemavara inogona kutungamira zvinoonekwa. Kupenda kunze kunoshandisa zvakare muchina iwoyo nekuwedzera canvas, kuvhara muganho mutsva usina chinhu, uye kugadzirisa pane iripo mupendero zvemukati kuitira kuti mavara, mwenje, uye maonero aenderere mberi zvakangoitika kupfuura iyo yekutanga furemu.
Strategic Impact
Kumhanya uye chiyero
Visual AI inogona kuita otomatiki yekuongorora, yekuona, uye yekumaka mabasa pachiyero.
Vaka sarudzo
Zvikwata zvekugadzira zvinogona prototype pfungwa nekukurumidza nekudzokororwa kwemaoko mashoma.
Team uye workflow
Mashandisirwo anogona kushandisa masaini emifananidzo nemavhidhiyo ayo aimbove akaoma kugadzirisa.
Ramangwana reKupenda uye Kupenda kunze
Kugadzirisa kuri kukurumidza, kugadzirisa kwepamusoro, uye kudzoreka zvakanyanya. Tarisira magadzirirwo anofambiswa nekukurumidza ('bvisa mota, wedzera bhenji') kuti ive yakavimbika-tinya zviito, nekuchengetedza zvirinani kwemavara akanaka, maratidziro, uye mimvuri. Outpainting inogara ichigadzirisa uye-re-aspect-ratio mafoto uye vhidhiyo mafuremu kune akasiyana skrini. Iwo matekiniki mamwewo ari kufamba muvhidhiyo-kubvisa kana kuwedzera zvirimo mumafuremu nguva dzose-kusimudza zvese zviri zviviri zvekugadzira uye zvinonetsa pamusoro pezvisingaonekwi kushandura mapikicha uye kudiwa kwema tag ekutanga.
Real-World Implementation
Kudzima photobomber kubva pazororo pikicha kuitira kuti kuseri kuzere mazviri.
Kuwedzera mufananidzo wakatwasuka kuita banner rakakura nekugadzira nzvimbo itsva kumativi.
Kubvisa waya, mavanga, kana logos kubva kune zvigadzirwa shots kune yakachena catalog mifananidzo.
Kudzoreredza mapikicha ekare kana akabvaruka nekuvakazve nzvimbo dzakashaikwa kana dzakakuvadzwa.
Njodzi & Guardrails
Kodzero dzemifananidzo uye kubvumirwa kunogona kuve njodzi dzepamutemo kana provenance isina kujeka.
Kuita kwemuenzaniso kunogona kusiyanisa kupenya, huwandu hwevanhu, uye nharaunda.
Manyepo enhema anogona kusacherechedzwa kunze kwekunge zvikumbaridzo zvekuvimba zvikatariswa.
Implementation Roadmap
Tsanangura maitiro ekugamuchirwa echokwadi, kurangarira, uye mutengo wekukanganisa.
Edzai nedata rinoenderana nemamiriro chaiwo ekugadzira.
Wedzera ongororo yemunhu kune yakaderera-kusavimbika kana yakakwirira-inokanganisa kufanotaura.
Tevera modhi kudonha uye simbisa mushure mekuchinja kwekamera kana dataset.
Ramba Uchiongorora
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Gaidhi rinotevera
LaMa Resolution-Robust Inpainting
Mibvunzo inowanzo bvunzwa
What is Inpainting and Outpainting?
Inpendi inozadza kana kutsiva nzvimbo yakafukidzwa mukati memufananidzo, nepo pendi yekunze ichiwedzera chifananidzo kupfuura miganhu yayo yepakutanga. Pamwe chete vanokutendera kuti udzime zvinhu, gadzirisa zvikanganiso, uye uwedzere zviratidziro zvisina mutsetse uchishandisa generative AI.
Chii chinoita inpainting?
Inpainting inozadza kana kutsiva nzvimbo yakasarudzwa mukati memufananidzo uripo kuti uenderane neakapoteredza.
Kupenda kunze kunoitei?
Kupenda kunze kunowedzera canvas, kugadzira nzvimbo inonzwisisika kunze kweiyo yekutanga furemu.
Mukudhirowa-kwakavakirwa painting, chii chinoitika kumapikiseli asina kuvharwa panguva yechizvarwa?
Mapixel anozivikanwa anoiswazve jekiseni padanho rega rega rekuita denoising saka modhi inongogadzira nzvimbo yakafukidzwa.
Ndeipi foni yemazuva ese imhando yekupenda?
'Magic eraser' maturusi anobvisa chinhu uye pendi kumashure kuzadza gap.
Chii chinotungamira zvirimo zvinoonekwa munzvimbo yakafukidzwa?
Mamiriro emhando pamapikiseli evavakidzani uye sarudzo yemavara yekukurumidza kusarudza yekugadzira.