ElasticDiffusion: Hagaajinta Sameynta Sawirka AI ee Jaamacadda Rice
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Sirta macmalka ah ee dhalisa, gaar ahaan moodooyinka faafidda, waxay badanaa la kulmaan caqabado sameynta sawirada isku mid ah iyo faahfaahinta, gaar ahaan iyaga oo ilaaliya faahfaahinta sida wadajirka wejiga ee qaababka aan labajibbaaraneyn. Cilmi-baarayaashu ee jaamacadda Rice waxay soo saareen hab cusub oo loogu magac daray ElasticDiffusion, sida uu soo bandhigay ardayga dhakhaatiirta Moayed Haji Ali ee shirka IEEE 2024 ee Aragti Kombuyuutar iyo Aqoonsiga Qaab ee Seattle. Si ka duwan moodooyinka hore sida Stable Diffusion iyo DALL-E, oo ku fiican sawirada labajibbaaran balse la halgama qallooca qaababka kale ee aragti, ElasticDiffusion waxay hagaajinaysaa sameynta sawirada iyadoo kala saaraysa faahfaahinta pixel maxalliga ah iyo qaababka guud. Hormarintan ayaa yaraynaysa qaladaadka sawirada aan labajibbaaraneyn iyadoo la hubinayo isku-dheelitirka muuqaalka, iyada oo aan loo baahnayn tababar dheeri ah. Hadda, ElasticDiffusion waxay ka shaqeysaa xawaare ah 6-9 jeer ka gaabi, marka loo eego moodooyinka dhaqameed; si kastaba ha ahaatee, cilmi-baarayaashu waxay hagaajinayaan waxqabadkeeda si ay ula jaanqaadaan hababka jira, iyaga oo awood u siinaya isticmaalkeeda heerar kala duwan oo aragti.Sirta macaan ee dhalisa (AI), oo ay ku jiraan moodooyinka sida Stable Diffusion, Midjourney, iyo DALL-E, waxay badanaa la kulmaan dhibaatooyin iyagoo soo saaraya sawirro isku mid ah, gaar ahaan marka ay timaaddo faahfaahin sida wadajirka wejiga iyo matalaadda suulka. Moodaladan guud ahaan waxay soo saaraan sawirro labajibbaaran, taasoo dhalinaysa dhibaatooyin marka lagu amro inay sawiro ka sameeyaan heer kala duwan oo aragti, taasina waxay keentaa waxyaabo aan caadi ahayn sida suulal dheeraad ah ama qaababka qaldan. Si loo xalliyo dhibaatooyinkan, saynisyahannada kombiyuutarada ee jaamacadda Rice waxay soo saareen ElasticDiffusion, oo ah hab cusub oo ka faa'iideysanaya moodooyin hore loo tababaray oo faafa. Moayed Haji Ali, oo ah ardayga dhakhaatiirta ee Rice, wuxuu habkaas ku soo bandhigay Shirka IEEE 2024 ee Aragti Kombuyuutar iyo Aqoonsiga Qaabka ee Seattle. Haji Ali wuxuu sharaxay in moodooyinka faafidda dhaqameed ay kaliya soo saari karaan sawiro go'aan gaar ah, taas oo ah cawaaqibka xad-dhaafida, halkaas oo moodal AI ah uu ku fiican yahay xogta la yaqaan balse la halgamo isbeddelada. ElasticDiffusion waxay hagaajinaysaa habka iyadoo kala saareysa macluumaadka maxalliga ah iyo kuwa guud intii lagu jiray sameynta sawirka, halkii laga isku dari lahaa.
Kala saaristan ayaa kaa caawinaysa in laga fogaado ciladaha muuqaalka ee ka imaan kara xogta soo noqnoqda marka la waafajinayo sawirada aan labajibbaaraneyn. Haji Ali wuxuu xusay in habka uu ku bilowdo helitaanka natiijo guud oo ay ku jiraan qaabka sawirka guud, iyadoo kadibna laga buxinayo faahfaahin heer pixel ah qaybaha. Habkan ayaa suurtogelinaya soo saarista sawiro cadcad oo ku kala geddisan heer kala duwan oo aragti ah iyadoon loo baahnayn tababar moodal dheeraad ah. In kasta oo ElasticDiffusion ay bixiso isku-dheellitirnaan sare iyo la qabsasho ku saabsan sameynta sawirka, haddana waxaa jira isbeddel: hadda waxay ku qaadataa 6-9 jeer intii badhkii hore sameynta sawirada. Haji Ali wuxuu rajeynayaa inuu hagaajiyo habka si uu u gaadho waqtiyo la mid ah marka la sameynayo sawirada iyada oo la ilaaliyay awoodda soo saarista sawirada tayada sare leh iyadoon loo eegin heerka aragti.
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ElasticDiffusion: Hagaajinta Sameynta Sawirka AI ee Jaamacadda Rice
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