Incamake
Imiyoboro ya Denoising na deblurring ni moderi yimitsi isukura amashusho asakuza cyangwa atagaragara, agarura ibintu bikarishye bivuye mubintu byangiritse. Ntacyo bivuze kuko hafi ya kamera, terefone, hamwe na scaneri yubuvuzi bitanga amashusho adatunganye iyi miyoboro ishobora gutabara.
Imiyoboro ya Denoising na Deblurring ni iyimikorere ya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekanwa ryo gusesengura, ibikorwa, no guhanga.
Kwibira cyane
Kwanga gukuraho ingano zidasanzwe (akenshi ziva mumucyo muke cyangwa ISO ndende), mugihe gutandukana bihindura gusiga biterwa no kunyeganyezwa na kamera, kugenda, cyangwa kutitabwaho. Byombi ni 'ishusho yo kugarura' imirimo aho umuyoboro wiga gushushanya kuva ishusho yangiritse kugeza ku isuku. Moderi yimbitse ya kera nka DnCNN yize guhanura urusaku ubwarwo, hanyuma kurukuramo, mugihe nyuma yakazi yakoresheje U-Net encoder-decoders ikanda kandi ikubaka amashusho. Gutandukana biragoye kuko blur 'kernel' (uko buri pigiseli yasizwe) mubisanzwe ntizwi, bityo imiyoboro ihumura impumyi igomba kugereranya intangiriro nishusho ityaye. Amahugurwa abiri akorwa muburyo bwo kongeramo urusaku cyangwa kuvanga amafoto asukuye kugirango urusobe rubone igisubizo cyukuri.
Ubushishozi
Abangavu benshi bakoresha imyigire isigaye: aho guhanura ishusho isukuye neza, DnCNN ihanura ibisigisigi by urusaku ikabikuramo, byoroshye guhitamo. Gutandukana akenshi bifashisha ibishushanyo-byinshi cyangwa ibishushanyo bisubiramo ishusho neza. Imikorere yo gutakaza ihuza ikosa rya pigiseli (L1 / L2) hamwe nigihombo cyo gushishoza cyangwa guhangana kuburyo ibisubizo bisa nkibisanzwe aho kuba byoroshye. Kwiyobora wenyine nka Noise2Noise ndetse no kwitoza udafite intego zisukuye mugushushanya ikarita yuzuye urusaku kurindi.
Kumenya imiyoboro ya Denoising na Deblurring
Imiyoboro ya Denoising na deblurring ni moderi yimitsi isukura amashusho asakuza cyangwa atagaragara, agarura ibintu bikarishye bivuye mubintu byangiritse. Ntacyo bivuze kuko hafi ya kamera, terefone, hamwe na scaneri yubuvuzi bitanga amashusho adatunganye iyi miyoboro ishobora gutabara. Imiyoboro ya Denoising na Deblurring ni iyimikorere ya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekanwa ryo gusesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata imiyoboro ya Denoising na Deblurring nkurugero rwimikorere, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amakipe akomeye akoresha imiyoboro ya Denoising na Deblurring iringaniza ukuri hamwe nibikorwa bifatika 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 guhita igenzura, gutahura, no gushushanya imirimo murwego. 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 guhita igenzura, gutahura, no gushushanya imirimo murwego.
AI igaragara irashobora guhita igenzura, gutahura, no gushushanya imirimo murwego. 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
Smartphone nijoro uburyo bwo gutondeka no kwerekana ama frame menshi yijimye mwifoto imwe isukuye-yoroheje
Kuraho icyerekezo cyerekanwe kuri plaque cyangwa mumaso mumutekano hamwe namashusho yubucamanza
Kwoza ingano n'ibikoresho byo guhunika bivuye kuri videwo ishaje cyangwa nkeya-bitrate mbere yo gutemba
Kugabanya urusaku muri dose ya CT na MRI kugirango abaganga bashobore kugabanya imirasire mugihe babitse birambuye
Uburyo bwo Gushyira mu bikorwa
Kwanga no Gutandukanya Imiyoboro
Smartphone nijoro uburyo bwo gutondekanya no kwerekana ama frame menshi yijimye mwifoto imwe isukuye-yoroheje.
Uburyo bwa nijoro bwa Smartphone gutondekanya no kwerekana ama frame menshi yijimye mumafoto amwe asukuye yoroheje-Amatara Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Kwanga no Gutandukanya Imiyoboro
Kuraho icyerekezo cyerekanwe kuri plaque cyangwa mumaso mumutekano hamwe namashusho yubucamanza.
Kuraho ibyerekezo byerekana ibyapa cyangwa isura mumutekano hamwe namashusho yubucamanza Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Kwanga no Gutandukanya Imiyoboro
Kwoza ingano n'ibikoresho byo guhunika bivuye kuri videwo ishaje cyangwa nkeya-bitrate mbere yo gutemba.
Kwoza ibinyampeke n'ibikoresho byo guhunika bivuye kuri videwo ishaje cyangwa nkeya ya bitrate mbere yo gutondekanya Amakipe ubusanzwe abona umusaruro ushimishije iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Kwanga no Gutandukanya Imiyoboro
Kugabanya urusaku muri dose ya CT na MRI kugirango abaganga bashobore kugabanya imirasire mugihe babitse birambuye.
Kugabanya urusaku muri scan ya CT na MRI kugirango abaganga bashobore kugabanya imirasire mugihe bakomeje ibisobanuro Amakipe akunze kubona umusaruro ushimishije mugihe asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.
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.