
 
 
 
 
 
 
 
 
 Haku: (1) Vivian Liu, University of Columbia (vivian@cs.columbia.edu); (2) Rubaiat Habib Kazi, Adobe Research (rhabib@adobe.com); (3) Li-Yi Wei, Adobe Research (lwei@adobe.com); (4) Matthew Fisher, Adobe Research (matfishe@adobe.com); (5) Timothy Langlois, Adobe Research (tlangloi@adobe.com); (6) Seth Walker, Adobe Research (swalker@adobe.com); (7) Lydia Chilton, University of Columbia (chilton@cs.columbia.edu). Authors: (1) Vivian Liu, University of Columbia (vivian@cs.columbia.edu); (2) Rubaiat Habib Kazi, Adobe Research (rhabib@adobe.com); (3) Li-Yi Wei, Adobe Research (lwei@adobe.com); (4) Matthew Fisher, Adobe Research (matfishe@adobe.com); (5) Timothy Langlois, Adobe Research (tlangloi@adobe.com); (6) Seth Walker, Adobe Research (swalker@adobe.com); (7) Lydia Chilton, University of Columbia (chilton@cs.columbia.edu). Qalabka Left Qalabka iyo 1 Introduction 2 Qalabka 2.1 Shiinaha 2.2 Tools dhismaha Creativity for Animation 2.3 Tools Generative ee Design 3 Qalabka Qalabka 4 Logomotion System iyo 4.1 Input 4.2 Preprocess Visual Makhaarka 4.3 Qalabka codsiga 5 Qalabka 5.1 Taageerada: Taageerada Program 5.2 Qalabka 5.3 Qalabka 6 Qalabka cusub 7 Discussion iyo 7.1 Waqtiga ka mid ah Templates 7.2 Qalabka codsiga ee visuals 7.3 Qalabka 8 Dhammaan iyo Dhammaan Haku Waayo, waxaa lagu soo bandhigay in ay ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah 1 Qalabka Shuruudaha waxaa laga yaabaa in ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah Waayo, waxa uu ka mid ah wax soo saarka ah oo ka mid ah wax soo saarka ah oo ka mid ah wax soo saarka ah oo ka mid ah wax soo saarka ah oo ka mid ah wax soo saarka ah oo ka mid ah wax soo saarka. Sida loo yaabaa in ay ka mid ah wax soo saarka ah ee loo yaabaa, waxaa laga yaabaa in ay ka mid ah wax soo saarka ah ee loo yaabaa in ay ka mid ah wax soo saarka ah ee loo yaqaan Adobe Express, Canva, iyo Figma, sidoo kale waxaa ka mid ah wax soo saarka in ay ku salaysan wax soo saarka animated iyo wax soo saarka animation automatic [10, 12, 13]. Templates waxay ka mid ah wax soo saarka logo oo ka mid ah wax soo saarka iyo wax soo saarka ah oo ka mid ah wax soo saarka iyo wax soo saarka ah oo ka mid ah wax soo saarka iyo wax soo saarka. Si kastaba ha ahaatee, templates waxay ka mid ah wax soo saarka iyo wax soo saarka iyo wax soo saarka iyo wax soo saarka ah oo ka mid ah wax soo saarka. Qalabka ugu badan (LLMs) waxaa loo yaqaan 'animators' iyo 'animators' waxaa loo yaqaan 'animators' iyo 'animators' iyo 'animators' iyo 'animators' iyo 'animators' iyo 'animators' iyo 'animators' iyo 'animators' iyo 'animators' iyo 'animators' iyo 'animators' iyo 'animators' iyo 'animators' iyo 'animators' iyo 'animators' iyo 'animators' iyo 'animators' iyo 'animators' iyo 'animators' iyo 'animators' iyo 'animators'. Waxa uu ka mid ah wax soo saarka ugu badan oo ka mid ah wax soo saarka iyo wax soo saarka iyo wax soo saarka iyo wax soo saarka iyo wax soo saarka iyo wax soo saarka iyo wax soo saarka iyo wax soo saarka iyo wax soo saarka. Marka loo yaqaan "LogoMotion" waxaa loo yaqaan "LogoMotion" oo loo yaqaan "LogoMotion" oo loo yaqaan "LogoMotion" oo loo yaqaan "LogoMotion" oo loo yaqaan "LogoMotion" oo loo yaqaan "LogoMotion" oo loo yaqaan "LogoMotion", "LogoMotion", "LogoMotion", "LogoMotion", "LogoMotion", "LogoMotion", "LogoMotion", "LogoMotion", "LogoMotion", "LogoMotion", "LogoMotion", "LogoMotion", "LogoMotion", "LogoMotion", "LogoMotion", "LogoMotion", "LogoMotion", "LogoMotion", "LogoMotion", "LogoMotion", "LogoMo Qalabka our waa mid ka mid ah: • LogoMotion, nidaamka LLM oo loo isticmaalaa codka loo isticmaalaa si ay u isticmaalaa codka loo isticmaalaa si ay u isticmaalaa codka logo ee PDF. nidaamka loo isticmaalaa codka codka codka ee ay u isticmaalaa in ay u isticmaalaa codka codka codka. • Repair program-based visually, a mechanism that allows the LLM to automatically detect and debug visual errors within its generated animation code, loo isticmaalaa in buugga caadiga ah ee cod-generated LLM iyo wax soo saarka visual. • Qalabka adeegga ah ee 276 animation oo ku yaalaa in ay soo bandhigay Canva Magic Animate iyo version ah ee nidaamka (wax yar oo ka mid ah nidaamka dhismaha dhismaha iyo dhismaha dhismaha dhismaha dhismaha), buuxda oo dhan ee LogoMotion waxaa loo soo saarka animations oo waaweyn. • Qalabka wax soo saarka ee macaamiisha cusub oo ku yaalaa in LogoMotion waa in la soo saarka si ay u soo saarka animation ah oo ka mid ah reprompting la mid ah. 
 
 Haddii aad u baahan yahay in ay ku saabsan CC BY-NC-ND 4.0 DEED. Haddii aad u baahan yahay in ay ku saabsan CC BY-NC-ND 4.0 DEED. Xafiisyada Archive [1] Ku saabsan video: https://youtu.be/Jo9opkMH7iY [2] Sida loo isticmaalo: https://vivian-liu.com/#/logomotion

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