Incamake
Ishusho super-resolution ikoresha AI kugirango ihindure-rezo-nto, amashusho atagaragara neza muburyo bukomeye, buhanitse cyane muguhimba ubwenge muburyo bwo guhimba ibintu bifatika. Nibyingenzi kuko ikiza amafoto ashaje, ikarisha scan yubuvuzi, ikanareka gutembera no gukina byihuta kumurongo mugari.
Ishusho Super-Resolution ni iy'ibikorwa bya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga.
Kwibira cyane
Super-resolution (SR) ifata ishusho ntoya cyangwa yangiritse kandi igahanura verisiyo nini, ityaye. Interpolation ya kera (bicubic, Lanczos) igereranya gusa pigiseli hafi kandi itanga ibisubizo byoroshye. Moderi ya AI ahubwo yige kuri miriyoni ziciriritse / zo hejuru zishusho zibiri zerekana ibintu byiza mubisanzwe bisa, hanyuma ugaragaze imiterere yizewe, impande, namaso. Ishusho imwe SR (SISR) ikora kumurongo umwe; videwo SR ihuza amakadiri menshi kugirango arambuye. Ibyitegererezo byingenzi birimo SRCNN (uburyo bwa mbere bwa CNN, 2014), ESRGAN hamwe nigihombo cyayo cya GAN, hamwe na Real-ESRGAN, itoza kwangirika kwa sintetike kugirango ikemure amafoto yuzuye kwisi. Kuberako icyitegererezo gihimba ibisobanuro, ibisubizo birashoboka kwiyubaka, ntabwo ari ukuri kwizewe, bifite akamaro kubikoreshwa mubucamanza cyangwa mubuvuzi.
Ubushishozi
SR nikibazo kibi kibi: amashusho menshi yo hejuru arashobora kugabanuka kumurongo umwe winjiza muke, kuburyo moderi igomba guhitamo imwe ishoboka. Imiyoboro yambere yagabanije pigiseli-nziza ya MSE, itanga ibisubizo bidasobanutse, ibisubizo byoroshye. GAN ishingiye kuri SR yongeramo ivangura hiyongereyeho igihombo cyo kwiyumvisha ibintu (ibiranga-umwanya), gusunika ibisubizo ku miterere umuntu asoma bikarishye. Diffusion ishingiye kuri SR (urugero, SR3) ahubwo itunganya urusaku muburyo burambuye intambwe ku yindi, akenshi bitanga imiterere nyayo ifatika.
Kumenya Ishusho Ikirenga-Icyemezo
Ishusho super-resolution ikoresha AI kugirango ihindure-rezo-nto, amashusho atagaragara neza muburyo bukomeye, buhanitse cyane muguhimba ubwenge muburyo bwo guhimba ibintu bifatika. Nibyingenzi kuko ikiza amafoto ashaje, ikarisha scan yubuvuzi, kandi ikareka gutembera no gukina byihuta kumurongo mugari. Ishusho Super-Resolution ni iy'ibikorwa bya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekanwa ryo gusesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Ishusho Super-Resolisiyo nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha Ishusho Super-Resolution iringaniza neza hamwe nukuri kubikorwa nkubwiza bwamakuru, itandukaniro ryamatara, hamwe nibirango bihoraho. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego. Mugihe kimwe, uburenganzira bwishusho no kwemererwa birashobora guhinduka ibyago byemewe n'amategeko niba ibimenyetso bidasobanutse. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego.
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya.
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya.
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Serivise zitemba hamwe na GPUs (DLSS, FSR) zitanga amakadiri kumurongo muke hanyuma ukazamuka kuri 4K, kugabanya umurongo no kuzamura ibiciro.
Kugarura no kwagura amafoto yumuryango ashaje cyangwa yangiritse namashusho yububiko bwamateka yo gucapa
Kuzamura icyogajuru n'amashusho yo mu kirere kugirango abasesenguzi bashobore gukemura imihanda, ibinyabiziga, cyangwa ibihingwa birambuye bivuye ku gufata nabi
Gukarisha amashusho yubuvuzi nka dose ya MRI cyangwa microscopi scan kugirango ifashe kwisuzumisha idafite imirasire myinshi cyangwa scan ndende
Uburyo bwo Gushyira mu bikorwa
Ishusho Ikirenga-Icyemezo mubikorwa
Serivise zitemba hamwe na GPUs (DLSS, FSR) zitanga amakadiri kumurongo muke hanyuma ukazamuka kuri 4K, kugabanya umurongo mugari no kuzamura ibiciro.
Serivise zitemba hamwe na GPUs (DLSS, FSR) zitanga ama frame kumurongo muke hanyuma ikazamuka ikagera kuri 4K, kugabanya umurongo wa interineti no kuzamura ibipimo byamakipe Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.
Ishusho Ikirenga-Icyemezo mubikorwa
Kugarura no kwagura amafoto yumuryango ashaje cyangwa yangiritse namashusho yububiko bwamateka yo gucapa.
Kugarura no kwagura amafoto yumuryango ashaje cyangwa yangiritse hamwe namashusho yububiko bwamateka yo gucapa Amakipe mubisanzwe abona umusaruro ushimishije mugihe asobanura ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Ishusho Ikirenga-Icyemezo mubikorwa
Kuzamura icyogajuru n'amashusho yo mu kirere kugirango abasesenguzi bashobore gukemura imihanda, ibinyabiziga, cyangwa ibihingwa birambuye bivuye ku gufata nabi.
Gutezimbere icyogajuru n'amashusho yo mu kirere kugirango abasesenguzi bashobore gukemura imihanda, ibinyabiziga, cyangwa ibihingwa birambuye bivuye mu gufata nabi Amakipe ubusanzwe abona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Ishusho Ikirenga-Icyemezo mubikorwa
Gukarisha amashusho yubuvuzi nka dose ya MRI cyangwa microscopi scan kugirango ifashe kwisuzumisha idafite imirasire myinshi cyangwa scan ndende.
Gukarisha amashusho yubuvuzi nka dose ya MRI cyangwa microscopi scan kugirango ifashe kwisuzumisha idafite imirasire myinshi cyangwa scan ndende Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Ingaruka & Kurinda
Uburenganzira bwishusho hamwe no kwemererwa birashobora guhinduka ibyago byemewe n'amategeko niba ibimenyetso bidasobanutse.
Imikorere yicyitegererezo irashobora gutandukana kumurika, demografiya, nibidukikije.
Ibyiza byibinyoma birashobora kutamenyekana keretse niba ibyiringiro byateganijwe bikurikiranwa.
Igishushanyo mbonera
Sobanura ibipimo byo kwemererwa kugiciro, kwibutsa, nibiciro byamakosa.
Sobanura ibipimo byo kwemererwa kugiciro, kwibutsa, nibiciro byamakosa. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.