GUIDE IA visuel

Tune-A-Wideo

Tune-A-Video dafay gëna defar xeetu diffusion bind-ci-nataal buñ tàggat bu njëkk ci benn wideo suko defee mu mëna soppaliwaat clip bi ci laaj bind bu bees.

Résumé

Tune-A-Video dafay gëna defar xeetu diffusion bind-ci-nataal buñ tàggat bu njëkk ci benn wideo suko defee mu mëna soppaliwaat clip bi ci laaj bind bu bees. Dafa am solo ndax dafa wane ni soxlawolen ay done wideo yu bari ngir mëna soppali wideo yu bind.

Tune-A-Video One-Shot Editing bokk na ci liggéey yiy wane ordinatër, di tekki wala defar ay meja yuñ mëna gis ngir jàngat, liggéey ak sos lu bees.

Plongeur bu xóot

Tune-A-Video, bi ñu dugal ci 2022, dafay wax ci 'generation wideo bu benn yoon': nga jox ko benn wideo source ak benn caption, mu jàng lu doy ngir defaraat wideo boobu ci ay laaj yu bees (soppi sujet, stil, wala màndarga) boole ci tëye mouvement original bi. Du tàggat benn xeetu wideo ci noonu, waaye dafay gëna yokk benn xeetu bind-ci-nataal (Diffusion Stable) ci xeetu pseudo-wideo ci yokk convolutions 2D ak bàyyi xel ci axis temps bi. Ginaaw loolu mu defar ay parametre yu ndaw ci benn clip bi. Ci tënk, DDIM inversion ci kadre source yi dafay ancre structure bi suko defee coppite yi di des ci diir bu gàtt ludul flickering kadre-ci-kadre.

Gis-gis xarala

Li gëna am solo mooy 'akordeer benn yoon' ak bàyyi xel ci wàllu spatio-temporal bu néew. Modèlu nataal bi dafay bàyyi xel ci boppam, suko defee kadre bu nekk di bàyyi xel ci kadre bi njëkk ak kadre bi ko jiitu, di tasaare melokaan bi, di fexe ba tànki yëngu yi méngoo. Duñuy yeesal matrisi projection attention yi (ak couche temporale yi), suko defee tuning bi gaaw te yomb. DDIM inversion dafay soppi kadre source yi dellu ci bruit suko defee generation bi tàmbali ci ab latent buy baña yàq structure bi moo gën ab bruit bu bari.

Mastering Tune-A-Video ci benn yoon

Tune-A-Video dafay gëna defar xeetu diffusion bind-ci-nataal buñ tàggat bu njëkk ci benn wideo suko defee mu mëna soppaliwaat clip bi ci laaj bind bu bees. Dafa am solo ndax dafa wane ni soxlawolen ay done wideo yu bari ngir mëna soppali wideo yu bind. Tune-A-Video One-Shot Editing bokk na ci liggéey yiy wane ordinatër, di tekki wala defar ay meja yuñ mëna gis ngir jàngat, liggéey ak sos lu bees. Ngir tabax xam-xam bu xóot, jàppal Tune-A-Video One-Shot Editing ni xeetu liggéey, du benn man-man: leeral njariñ yi nga bëgg, leeral xalaat yi, ba noppi tàqale li sistem bi mëna def ci anam wu wóor ak li ba leegi soxla àtteb kàngam.

Ci jëf, ekip yu am doole yiy jëfandikoo Tune-A-Video One-Shot Editing dañuy méngale njubte gi ak dëggantaanu liggéey bi, lu ci melni kalite done yi, wuute leeral yi, ak méngoo etiketu. Dañuy bind kritër yu leer ngir am ndam, natt leen ci done yu dëggu ak def liggéey, ba noppi ñu baamtu ci anamu ñàkka mëna seetlu, du ci benn yoon benchmark wins. Mooy barab bi xam-xam theorie bi di soppiku nekk kàttan buy yàgg ci produit yi, ci politik yi ak ci liggéey yi.

Visual IA mën na otomatise saytu, gis ak etiketu liggéey ci eskaal. Ci jamano jooju, yelleefi nataal ak nangu mën na nekk risku yoon sudee fimu bawoo leerul. Xeetu jëf bi gëna dëgër mooy boole gaawaayu jàngat ak disipline nguur: doxal pilote, jàpp firnde, siiwal dogal yi, ak wéy di yeesal kaaraange gi ci anam wi ñuy doxalee, li jëfandikukat bi di xaar, ak sàrti sàrt yi di jëm kanam.

njeextalu pexe

Visual IA mën na otomatise saytu, gis ak etiketu liggéey ci eskaal.

Visual IA mën na otomatise saytu, gis ak etiketu liggéey ci eskaal. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.

Ekipu kreatif yi mën nañu defar konsept yu gëna gaaw te duñu def lu bari ci loxo.

Ekipu kreatif yi mën nañu defar konsept yu gëna gaaw te duñu def lu bari ci loxo. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.

Liggéeyukaay yi mën nañu jëfandikoo siñaal nataal wala wideo yu jafewoon lool ci liggéey.

Liggéeyukaay yi mën nañu jëfandikoo siñaal nataal wala wideo yu jafewoon lool ci liggéey. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.

Ëlëgu Tune-A-Video ci benn yoon

Tune-A-Video dafa jur ay xeetu wideo yu bari yu amul benn tuning (wideo-P2P, FateZero, Text2Wideo-Zero, Pix2Wideo) yu moytu tàggat clip bu nekk. Tendens bi mooy soppali clip yu bari ci saasi ak module temporal yu gëna am doole ak yaxu ndigg ngir diffusion wideo. Xaarandil ni jegewaale yu benn yoon yi dina ñu ni mes ndax xeetu wideo yu melni Sora-style sistem yi dañuy def soppali bu dëppoo ak gaaw, muy luñu tabax ci biir, du liggéey bu jaar yoon.

Doxal ci àdduna dëgg

Soppi benn clip bu 'ku nekk ci ski' mu nekk 'Spider-Man buy ski' boole ci denc mouvement tablo bu njëkk bi

Defar wideo xaj buy dox dëgg def ko Van Gogh wala look animation aquarelle

Weccoo màndarga sujet, lu melni soppi panda buy lekk bamboo mu nekk koala buy lekk bamboo

Prototyping konsept animaasioŋ yu gàtt ngir yëgle ci soppali benn clip royuwaay ak ay laaj yu bari

Modèlu jëfandikoo

Tune-A-Video Soppali benn yoon ci jëf

Soppi benn clip bu 'ku nekk ci ski' mu nekk 'Spider-Man buy ski' boole ci baña yàq mouvement tablo bi njëkk.

Soppi benn clip bu 'ku nekk ci ski' ci 'Spider-Man skiing' boole ci denc mouvement carving bi njëkk. Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxe ay pursàntaasu kalite ci kanam, tëye yoonu eskalaasioŋ nit ngir jafe-jafe yi, ba noppi topp njariñu liggéey bi ak njëgu njuumte yi ci diir bu gàtt.

Tune-A-Video Soppali benn yoon ci jëf

Defar wideo xaj buy dox dëgg def ko Van Gogh wala look animation aquarelle.

Restyling ab wideo xaj buy dox dëgg ci Van Gogh wala watercolor animated look Teams yi dañuy faral di am njariñ yu gëna baax suñu leeralee kalite ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit ak njëgu njuumte ci diir bi.

Tune-A-Video Soppali benn yoon ci jëf

Weccoo màndarga sujet, lu melni soppi panda buy lekk bamboo mu nekk koala buy lekk bamboo.

Weccoo màndarga sujet, lu melni soppi panda lekk bamboo ci koala lekk bamboo Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee thresholds kalite ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit ak njëgu njuumte ci diir bi.

Tune-A-Video Soppali benn yoon ci jëf

Prototyping konsept animaasioŋ yu gàtt ngir yëgle ci soppali benn clip royuwaay ak ay laaj yu bari.

Prototyping animations konsept yu gàtt ngir publicite ci soppali benn clip de referansi ak ay laaj yu bari. Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee ay threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit yi ak njëgu njuumte yi ci diir bi.

Risk yi ak balustrade yi

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Yelleefi nataal ak nangu mën na nekk risku yoon sudee fi ñu bawoo leerul.

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Performance model bi mën na wuute ci leeraay bi, demographie bi ak environmaa bi.

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Njuumteg positive yi mën nañu dem te kenn duko seetlu fileek xool wuñu buntu wóolu sa bopp.

Roadmap ngir samp gi

1

Mandargal kritërium nangug njub, woowaat ak njëgu njuumte.

Mandargal kritërium nangug njub, woowaat ak njëgu njuumte. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppalu génne gi, tëj bërëb bi, ba noppi yokk jëfandikoo gi.

2

Saytu ak done yu méngoo ak anam yi ñuy liggéeyee dëgg.

Saytu ak done yu méngoo ak anam yi ñuy liggéeyee dëgg. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppalu génne gi, tëj bërëb bi, ba noppi yokk jëfandikoo gi.

3

Yokk jàngat nit ngir xam fu wóorul dara wala am njeexital yu rëy.

Yokk jàngat nit ngir xam fu wóorul dara wala am njeexital yu rëy. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppalu génne gi, tëj bërëb bi, ba noppi yokk jëfandikoo gi.

4

Toppal model drift bi nga baaxal ko ginaaw bi kamera bi wala done yi soppeekoo.

Toppal model drift bi nga baaxal ko ginaaw bi kamera bi wala done yi soppeekoo. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppalu génne gi, tëj bërëb bi, ba noppi yokk jëfandikoo gi.

Weyal di banneexu