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Cov qauv ntawv loj-rau-cov duab ua rau muaj kev vam meej hauv kev txhim kho AI los ntawm kev tsim cov duab zoo thiab sib txawv ntawm cov ntawv sau los ntawm cov ntawv qhia.
Cov qauv no tsis muaj peev xwm los ua ke cov kev sawv cev tshwj xeeb ntawm cov ncauj lus hauv ntau qhov chaw lossis rov ua dua qhov pom ntawm cov ncauj lus hauv ib qho kev qhia siv.
Cov thev naus laus zis tawm tshiab xws li OpenAI's DALL.E2 lossis StabilityAI's ruaj khov diffusion thiab Midjourney twb tau siv internet los ntawm cua daj cua dub. Tam sim no nws yog lub sijhawm los kho cov txiaj ntsig. Tseem yuav ua li cas?
Google DreamBooth AI tau los txog.
DreamBooth muaj peev xwm paub txog lub ntsiab lus ntawm daim duab, deconstruct nws los ntawm nws cov ntsiab lus tseem ceeb, thiab tom qab ntawd muab nws tso rau hauv cov ntsiab lus tshiab xav tau. Tsis tas li ntawd, nws tuaj yeem siv nrog cov tshuab hluav taws xob AI tam sim no.
Hauv tsab xov xwm no, peb yuav ua tib zoo saib ntawm DreamBooth, nws siv, nws cov lus qhia, nws cov kev txwv, thiab ntau ntxiv.
Dreambooth yog dab tsi?
Dreambooth, ib hom ntawv tshiab-rau-duab diffusion qauv, tau nthuav tawm los ntawm Google. Ib daim ntawv sau tuaj yeem siv los ua kev taw qhia los ntawm Google DreamBooth AI los tsim ntau cov duab ntawm tus neeg siv cov kev xaiv hauv ntau qhov chaw.
Ib pab pawg tshawb fawb los ntawm Boston University thiab Google tau tsim DreamBooth, cov txheej txheem txiav-ntug rau kev hloov cov ntawv nyeem-rau-cov qauv uas tau dhau los ua kev cob qhia ua ntej.
Lub tswv yim zuag qhia tag nrho yog qhov yooj yim: lawv xav ua kom cov lus pom kev txhais lus xws li cov cim token tsis tshua muaj cuam tshuam nrog cov ncauj lus kev cai uas cov neeg siv tuaj yeem txhais tau.
Lub hom phiaj tseem ceeb ntawm tus qauv yog los txuas cov neeg siv rau lub ntawv-rau-duab diffusion qauv los ntawm kev muab lawv cov peev txheej uas lawv xav tau los tsim cov duab kos duab tiag tiag ntawm cov xwm txheej ntawm lawv cov ntsiab lus xaiv.
Raws li qhov tshwm sim, cov txheej txheem no zoo li ua haujlwm zoo rau kev xaus cov kev sib tw hauv ntau qhov xwm txheej.
Google's DreamBooth txawv ntawm cov ntawv nyeem-rau-cov duab yav dhau los, xws li DALL-E2, ruaj khov diffusion, Thiab Ib nrab hnub, nyob rau hauv hais tias nws muab rau cov neeg siv kev tswj ntau dua cov ntsiab lus duab ua ntej cia lawv tswj tus qauv diffusion siv cov ntawv nyeem raws li kev nkag.
nta
- DreamBooth AI tuaj yeem txhim kho tus qauv ntawv-rau-cov duab nrog 3-5 duab.
- Thawj cov duab tiag tiag tuaj yeem tsim nrog DreamBooth AI.
- Tsis tas li ntawd, DreamBooth AI tuaj yeem tsim cov duab ntawm lub ncauj lus los ntawm ntau lub ces kaum.
Daim ntawv thov
Art Renditions
Txoj haujlwm no txawv tshwj xeeb los ntawm kev hloov pauv style, uas ua kom muaj lub siab hloov kho ntawm lub sijhawm thaum ua ntu zus ntawm lwm cov duab rau hauv thawj qhov xwm txheej.
Raws li txoj hauv kev muaj tswv yim, AI tuaj yeem ua tiav qhov kev hloov pauv tseem ceeb thaum tswj xyuas tus kheej thiab cov ncauj lus tshwj xeeb.
Kev hloov kho vaj tse
Cov ntsiab lus piv txwv tus yam ntxwv tuaj yeem hloov kho los ntawm DreamBooth AI.
Accessorization
Qhov sib xyaw ua ke muaj zog ua ntej cov qauv tsim yog dab tsi ua rau DreamBooth AI lub peev xwm los dai cov khoom nthuav.
Recontextualization
DreamBooth AI tuaj yeem tsim cov duab tshwj xeeb rau qee qhov kev kawm piv txwv los ntawm kev muab cov qauv kawm ib kab lus uas suav nrog tus cim tshwj xeeb thiab cov npe hauv chav kawm.
Nws tuaj yeem tsim cov ntsiab lus hauv qhov tshwj xeeb, yav dhau los tsis tau hnov txog cov postures, articulations, thiab scene qauv es tsis hloov ib puag ncig. Kev xav txog tiag tiag thiab duab ntxoov ntxoo, nrog rau kev sib cuam tshuam ntawm cov ntsiab lus thiab cov khoom nyob ib puag ncig.
Dreambooth kev qhia
Nyob rau hauv no nyeem, peb yuav ua raws li cov Google Collab phau ntawv, thiab kuv yuav taug kev koj hla nws, uas yuav ua rau koj nkag siab thiab siv nws ntawm koj tus kheej.
Teeb tsa GPU thiab txhim kho cov tsev qiv ntawv
Nrhiav seb yam GPU thiab VRAM hom twg muaj yog thawj kauj ruam. Txhim kho qee qhov kev xav tau thiab kev vam khom kuj tseem tsim nyog. Tsuas yog nias lub khawm ua si, ces tos kom tiav.
Tsim ib tug account ntawm Huggingface thiab tsim ib tug token
Cov kauj ruam tom ntej yog mus rau npe rau Huggingface account. Thaum koj ua tiav, nyem qhov chaw nyob rau sab xis saum toj kawg nkaus. Koj yuav tuaj txog ntawm nplooj ntawv tom ntej.
Tsim lub token thiab lub npe raws li tau thov los ntawm no. Lub token yuav tsum tau theej thiab muab tso rau hauv Google kev sib koom tes hauv xov tooj hauv qab no.
Nruab xformers
Hauv theem no, koj tuaj yeem nias lub pob ua si los nruab xformers los ntawm txhaj rau lub sijhawm ua haujlwm.
Txuas rau Drive
Tam sim no, koj tsuas yog yuav tsum tau khiav lub xov tooj ntawm tes mus txuas rau google drive.
Nkag mus rau qhov hais kom ua
Hauv cov cell hauv qab no, koj tsuas yog yuav tsum tau nkag mus rau qhov tam sim ntawd.
Uploading duab
Hauv cov kauj ruam no, koj tsuas yog yuav tsum upload cov duab koj xav qhia.
Tsheb ciav hlau AI qauv
Qhov no yog theem tseem ceeb tshaj plaws, raws li koj yuav tau siv DreamBooth los cob qhia tus qauv AI tshiab raws li tag nrho koj cov duab xa tuaj. Koj yuav tsum txwv koj txoj kev mloog rau ob qho kev nkag teb. "-piv txwv tam sim" yog thawj qhov ntsuas. Koj yuav tsum muab lub npe txawv heev ntawm no.
Cov lus '–concept list' kev sib cav yog qhov thib ob tseem ceeb ntawm kev nkag teb chaws. Nws yuav tsum tau renamed kom phim ib tug siv nyob rau hauv lub 'Hloov lub prompt' seem.
Tsim cov duab AI
Cov duab AI yuav raug tsim nyob rau theem no, uas koj tuaj yeem nkag mus rau cov lus qhia.
Dreambooth txwv
- Cov lus txib tam sim no dhau los ua qhov cuam tshuam rau kev ua kom rov hais dua hauv cov ncauj lus nrog qib siab ntawm kev nthuav dav. DreamBooth tuaj yeem hloov cov ntsiab lus ntawm cov ntsiab lus, tab sis yog tias tus qauv xav hloov qhov kev kawm nws tus kheej, muaj teeb meem nrog cov ncej.
- Lwm qhov teeb meem yog overfitting cov duab tso zis rau cov duab input. Yog tias tsis muaj cov duab txaus, cov ntsiab lus yuav tsis raug txiav txim siab lossis tuaj yeem sib xyaw nrog cov ntsiab lus ntawm cov duab xa tuaj. Thaum lub ntsiab lus teb rau ib tiam khib yog nug, tib yam yuav tshwm sim.
xaus
Txhawm rau tsim cov khoom tawm los ntawm cov ntawv sau ib zaug, feem ntau ntawm cov qauv ntawv-rau-duab xav tau ntau lab tus tsis muaj thiab cov tsev qiv ntawv.
DreamBooth ua kom yooj yim cov ntsiab lus tau txais thiab kev siv rau cov neeg siv khoom los ntawm kev xav tau tsuas yog cov tswv yim ntawm peb mus rau tsib lub ntsiab lus duab ua ke nrog cov ntawv keeb kwm yav dhau los.
Sau ntawv cia Ncua