Incamake
GFPGAN nicyitegererezo cyihariye kigarura amafoto yo mu rwego rwo hasi, atagaragara, cyangwa ashaje mumafoto atyaye, afatika. Nibyiza kuko amasura niho abantu babona inenge cyane, kandi abagarura rusange bakunze kubasiga bacecetse cyangwa badasanzwe.
GFPGAN Isubirana Isura ni iyimikorere ya mudasobwa-yerekana ibikorwa bisobanura cyangwa bitanga itangazamakuru ryerekanwa kubisesengura, ibikorwa, no guhanga.
Kwibira cyane
GFPGAN (Generative Facial Prior GAN), yasohowe na Tencent ARC Lab muri 2021, igarura isura yangiritse mumurongo umwe wimbere. Amayeri yibanze ni kuguza 'kubyara isura mbere' kuri StyleGAN2 yateguwe, umuyoboro usanzwe uzi isura nyayo isa. Isura yangiritse yashyizwe mu mwanya wihishe wa StyleGAN2, kandi abakire, bize imibare yo mu maso bayobora kwiyubaka bityo amaso, uruhu, amenyo bisa nibisanzwe. Kugirango ugumane umwirondoro kandi wirinde kumvikanisha undi muntu, GFPGAN ikoresha Umuyoboro-Gutandukanya Umwanya wo Guhindura (CS-SFT) ibice bihuza ibyambere nibiranga ishusho nyayo yinjiza, kuringaniza realism hamwe nubudahemuka. Ihujwe cyane na Real-ESRGAN yibanze hejuru yibikoresho nkibikoresho byo kugarura amafoto kumurongo.
Ubushishozi
StyleGAN2 yateguwe ikora nka decoder ihamye yuzuye ubumenyi bwo mumaso. Kodegisi ya GFPGAN ishushanya ibyinjijwe byangiritse ku bipimo byinshi byihishe kandi biranga umunzani, hanyuma modulisiyo ya CS-SFT itera ibintu byihariye byinjira muri buri cyemezo bityo ibisohoka bikaguma ari umwizerwa kumuntu nyawe aho kuba isura rusange. Amahugurwa ahuza igihombo cyo kwiyubaka, igihombo cyo guhangana, hamwe nindangamuntu / igihombo cyo kwiyumvisha ibintu, kandi bikenewe cyane gusa ibyambere, ntabwo bihujwe nubwiza buhanitse bwumuntu umwe.
Kumenya GFPGAN Kugarura Isura
GFPGAN nicyitegererezo cyihariye kigarura amafoto yo mu rwego rwo hasi, atagaragara, cyangwa ashaje mumafoto atyaye, afatika. Nibyiza kuko amasura niho abantu babona inenge cyane, kandi abagarura rusange bakunze kubasiga bacecetse cyangwa badasanzwe. GFPGAN Isubirana Isura ni iyimikorere ya mudasobwa-yerekana ibikorwa bisobanura cyangwa bitanga itangazamakuru ryerekanwa kubisesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata GFPGAN Kugarura Isura 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 GFPGAN Isura yo kugarura uburinganire bwuzuye hamwe nibikorwa bifatika nkubwiza bwamakuru, itandukaniro ryamatara, hamwe na label ihamye. 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
Kugarura amafoto yumuryango ashaje, yashushanyije ya benewabo mumashusho asobanutse
Gukarisha amashusho yerekana neza cyangwa amafoto y'irangamuntu
Kwoza isura muri videwo ifunitse cyangwa yoroheje-yerekana amashusho
Kuzamura amashusho yakozwe na AI cyangwa yazamuye hejuru aho isura yasohotse
Uburyo bwo Gushyira mu bikorwa
GFPGAN Kugarura Isura mubikorwa
Kugarura amafoto yumuryango ashaje, yashushanyije ya benewabo mumashusho asobanutse.
Kugarura amafoto yumuryango ashaje, yashushanyije benewabo mumashusho asobanutse Amakipe akunze kubona umusaruro mwiza mugihe asobanura ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
GFPGAN Kugarura Isura mubikorwa
Gukarisha amashusho yerekana neza cyangwa amafoto y'irangamuntu.
Gukarisha amashusho yerekana neza cyangwa amafoto yerekana indangamuntu Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe.
GFPGAN Kugarura Isura mubikorwa
Kwoza isura muri videwo ifunitse cyangwa yoroheje-yerekana amashusho.
Kwoza isura muri videwo ifunitse cyangwa idakemurwa na videwo iracyafite amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
GFPGAN Kugarura Isura mubikorwa
Kuzamura amashusho yakozwe na AI cyangwa yazamuye hejuru aho isura yasohotse.
Kuzamura amashusho yakozwe na AI cyangwa yazamuye hejuru aho isura yasohotse Amakipe asanzwe abona ibisubizo byiza mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
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.