Okuqukethwe[Fihla][Bonisa]
Amamodeli amakhulu okuguqula umbhalo uye esithombeni enze inqubekelaphambili ebalulekile ekuthuthukisweni kwe-AI ngokukhiqiza ukwakheka kwezithombe okunekhwalithi ephezulu nokuhlukahlukene kusuka ekwazisweni kombhalo othile.
Lawa mamodeli awakwazi ukuhlanganisa izethulo ezihlukile zezihloko kuzilungiselelo ezihlukahlukene noma ukuphinda ukubukeka kwezihloko kusethi yereferensi enikeziwe.
Ubuchwepheshe obusha obukhishwe njenge-OpenAI's DALL.E2 noma i-StabilityAI's Ukusabalalisa Okuzinzile futhi Midjourney isivele ithatha i-inthanethi ngesivunguvungu. Manje yisikhathi sokwenza ngendlela oyifisayo imiphumela. Nokho kanjani?
I-Google DreamBooth AI isifikile.
I-DreamBooth inekhono lokubona isihloko sesithombe, isuse engqikithini yaso yoqobo, bese isihlanganisa ngokunembayo sibe umongo omusha ofunekayo. Ukwengeza, ingasetshenziswa namajeneretha ezithombe ze-AI zamanje.
Kulesi sihloko, sizobheka ngokujulile i-DreamBooth, ukusetshenziswa kwayo, ukufundisa kwayo, ukulinganiselwa kwayo, nokunye okuningi.
Iyini i-Dreambooth?
I-DreamBooth, imodeli entsha sha yokusabalalisa umbhalo uye esithombeni, yethulwe i-Google. Ukwaziswa okubhaliwe kungasetshenziswa njengesiqondiso se-Google DreamBooth AI ukuze kukhiqizwe izinhlobonhlobo zezithombe zesihloko esikhethiwe somsebenzisi kuzilungiselelo ezihlukene.
Iqembu locwaningo elivela eNyuvesi yaseBoston kanye ne-Google lenze i-DreamBooth, indlela ephambili yokushintsha amamodeli ombhalo uye esithombeni athole ukuqeqeshwa okubanzi kwangaphambilini.
Umqondo usuwonke uqondile: bafuna ukukhulisa isichazamazwi solimi ngendlela yokuthi ama-ID wamathokheni angajwayelekile ahlotshaniswe nezihloko zangokwezifiso abasebenzisi abangazichaza.
Umgomo oyinhloko wemodeli ukuxhuma abasebenzisi ku- imodeli yokusabalalisa umbhalo-kuya-isithombe ngokubanikeza izinsiza abazidingayo ukuze bakhiqize izethulo ze-photorealistic zezenzakalo zesihloko sabo esikhethiwe.
Ngenxa yalokho, le ndlela yokusebenza ibonakala isebenza kahle ekufingqeni izinselele ezimweni eziningi.
I-DreamBooth ye-Google ihlukile kumathuluzi wangaphambilini okuguqula umbhalo nesithombe, njenge I-DALL-E2, Ukusabalalisa Okuzinzile, Futhi Uhambo lwaphakathi, ngoba kunikeza abasebenzisi ukulawula okwengeziwe phezu kwesithombe sesihloko ngaphambi kokubavumela balawule imodeli yokusabalalisa besebenzisa okokufaka okusekelwe embhalweni.
Izici
- I-DreamBooth AI ingase ithuthukise imodeli yombhalo uye esithombeni ngezithombe ezingu-3-5.
- Izithombe zangempela ze-photorealistic zingadalwa nge-DreamBooth AI.
- Ngaphezu kwalokho, i-DreamBooth AI ingakha izithombe zesihloko ngama-engeli amaningi.
Isicelo
Art Renditions
Lo msebenzi uhluke ngokukhethekile ekudlulisweni kwesitayela, okugcina i-semantics yesigcawu somthombo kuyilapho kuhlanganiswa isitayela sesinye isithombe esigcawini sokuqala.
Ngokusekelwe endleleni yokudala, i-AI ingakwazi ukufeza izinguquko ezibalulekile zesigcawu kuyilapho igcina ukuhlonza kanye nemininingwane yesibonelo sesihloko.
Ukuguqulwa Kwempahla
Izici zesibonelo sesihloko zingashintshwa yi-DreamBooth AI.
Ukufinyelela
Ukuqamba okuqinile ngaphambi kwemodeli yesizukulwane yikho okwenza ikhono le-DreamBooth AI lokuhlobisa izinto lihehe.
I-recontextualization
I-DreamBooth AI ingakhiqiza izithombe ezihlukile zesibonelo sesifundo esithile ngokunikeza imodeli eqeqeshiwe umusho ohlanganisa isihlonzi esiyingqayizivele nebizo lekilasi.
Ingakwazi ukukhiqiza isihloko ngendlela ehlukile, indlela yokuma engakaze izwakale ngaphambilini, izinkulumo, kanye nesakhiwo sesigcawu kunokushintsha indawo ezungezile. Ukucabangisisa okungokoqobo kanye nethunzi, kanye nokusebenzisana phakathi kwesihloko nezinto ezizungezile.
Isifundo se-Dreambooth
Kulesi sifundo, sizobe silandela i- I-notebook yokuhlanganyela ye-Google, futhi ngizokuhamba phakathi kwakho, okuzokwenza uqonde futhi ukusebenzise ngokwakho.
Ukusetha i-GPU nokufaka amalabhulali
Ukuthola ukuthi yiziphi izinhlobo ze-GPU ne-VRAM ezitholakalayo kuyisinyathelo sokuqala. Ukufaka izidingo ezimbalwa kanye nokuncika nakho kuyadingeka. Vele ucindezele inkinobho yokudlala, bese ulinda ukuthi iqede.
Dala i-akhawunti ku-Huggingface futhi ukhiqize ithokheni
Isinyathelo esilandelayo ukubhalisela i-akhawunti ye-Huggingface. Uma usuqedile, chofoza izilungiselelo ekhoneni eliphezulu kwesokudla. Uzofika ekhasini elilandelayo.
Dala ithokheni negama njengoba uceliwe lapha. Ithokheni kufanele ikopishwe futhi inamathiselwe ekuhlanganyeleni kwe-Google kuseli elingezansi.
Faka ama-xformers
Kulesi sigaba, ungavele ucindezele inkinobho yokudlala ukuze ufake ama-xformers ngokuchofoza isikhathi sokusebenza.
Xhuma kuDrayivu
Manje, kufanele usebenzise leli seli ukuze uxhume ku-google drive.
Faka umyalo
Kuseli elandelayo, kufanele nje ufake ukwaziswa.
Ilayisha izithombe
Kulesi sinyathelo, kufanele nje ulayishe izithombe obufuna ukuziqeqesha.
Qeqesha imodeli ye-AI
Lesi yisigaba esibaluleke kakhulu, njengoba uzobe usebenzisa i-DreamBooth ukuqeqesha imodeli entsha ye-AI ngokusekelwe kuzo zonke izithombe zakho eziyisithenjwa ozifakile. Kufanele ukhawulele ukunaka kwakho ezinkambini zokufaka ezimbili. "- instance prompt" iyipharamitha yokuqala. Kufanele unikeze igama elihluke kakhulu lapha.
I-agumenti ethi '–concept list' iyinkambu yesibili yokufaka ebalulekile. Kufanele iqanjwe kabusha ukuze ifane naleyo esetshenziswe esigabeni 'Shintsha ukwaziswa'.
Khiqiza izithombe ze-AI
Izithombe ze-AI zizokwakhiwa kulesi sigaba, lapho ungafaka khona imiyalelo yombhalo.
Imikhawulo ye-Dreambooth
- Ukwaziswa komyalo kuba isithiyo ekwenzeni impinda esihlokweni ngamadigri aphezulu emininingwane. I-DreamBooth ingashintsha umongo wesihloko, kodwa uma imodeli ifisa ukushintsha isihloko ngokwayo, kunezinkinga ngohlaka.
- Enye inkinga ukufaka ngokweqile isithombe esiphumayo esithombeni esifakiwe. Uma zingekho izithombe ezanele ezinikeziwe, isihloko singase singacatshangwa noma singahlanganiswa nomongo wezithombe ezithunyelwe. Uma kubuzwa umongo wesizukulwane esiyinqaba, kwenzeka okufanayo.
Isiphetho
Ukuze kukhiqizwe okuphumayo okuvela kokokufaka okukodwa kombhalo, inqwaba yamamodeli ombhalo uye esithombeni idinga izigidi zamapharamitha namalabhulali.
I-DreamBooth yenza kube lula ukutholwa nokusetshenziswa kokuqukethwe kubathengi ngokudinga nje okokufaka kwezithombe zezihloko ezintathu kuya kwezinhlanu kanye nengemuva lombhalo.
shiya impendulo