InoteveraGaidhi rinotevera
SPADE Semantic Image Synthesis
AI Yekutarisa
Gwara reVisual AI
Mufananidzo Colorization
Mufananidzo colorization inoshandisa AI kuwedzera inonzwisisika, yechokwadi ruvara kune dema-uye-chena mafoto uye firimu.
Teerera kugwaro iriAI-yakarondedzerwa · ~2 min
Pa peji ino2 min verenga
Pfupiso
Izvo zvakakosha nekuti zvinounza zvinyorwa zvenhoroondo kuhupenyu uye zvinodzoreredza mifananidzo yakasviba kana greyscale pasina kupenda kwemaoko.
Kudzika Kwakadzika
Colourization idambudziko rakashata: pixel imwe grey inogona kuve nemavara mazhinji, sezvo kupenya kwega hakukodere hue. Masisitimu emazuva ano anozvitora sekufanotaura, kudzidza kubva kumamiriyoni emifananidzo yemavara akashandurwa kuita greyscale. Iyo convolutional kana transformer network inoona chete chiteshi chekureruka uye inofanotaura iyo isipo yemavara chiteshi, kazhinji muCIE Lab yemavara nzvimbo iyo L inobata kupenya uye a/b inobata ruvara. Nekuti uswa hunowanzo girinhi uye denga rinowanzova bhuruu, modhi inodzidza yakasimba manhamba ekutanga. Basa rinokosha naZhang et al. (2016) yakaigadzira seyakaronga mabhaketi emavara kudzivirira kushambidzwa-kunze, maavhareji akaomeswa. Newer diffusion uye eemplar-based nzira dzinoita kuti vashandisi vatungamire mavara ane mazano kana mareferensi mifananidzo yekudzora zvirinani.
Kuitwa muNyika yeChokwadi
Kudzoreredza mavhezheni ane mavara ezvakaitika kare Hondo Yenyika uye 19th-yemakore ekuchengetera mafoto emamuseum uye zvinyorwa.
Kuunza mafirimu emhando yepamusoro nhema-uye-chena uye mavhidhiyo eTV kuti apende kuti abudiswe patsva
Maapplication emifananidzo yemhuri (seMyHeritage uye Google Mapikicha) ane snapshots yakare-ruvara
Colorizing greyscale zvekurapa kana zvesainzi scans kuratidza zvimiro uye kunatsiridza kududzira kwekuona
Ramangwana reMufananidzo Wemavara
Colourization iri kufamba ichienda kune inodyidzana, inodzoreka maturusi apo mushandisi anodzvanya ruvara rwekunongedza uye modhi inoiparadzira nguva dzose. Mamodheru ekusiyana uye mitauro yekurudziro ("ita kuti dhirezi rive dzvuku") rinowedzera semantic control, ukuwo network inoziva kwenguva pfupi inopenya mabhaisikopo ese pasina kupeperetsa furemu. Tarisira kubatanidzwa kwakasimba nemapaipi ekudzoreredza ayo panguva imwe chete anoita ruzha, kumusoro, uye kuita ruvara, pamwe nedziviriro dzakasimba dzinoratidza kuti mavara fungidziro dzakatemerwa neAI kwete nhoroondo yenhoroondo.
Kuzvishandisa
Nei zvichikosha
- Kumhanya uye chiyero. Visual AI inogona kuita otomatiki yekuongorora, yekuona, uye yekumaka mabasa pachiyero.
- Vaka sarudzo. Zvikwata zvekugadzira zvinogona prototype pfungwa nekukurumidza nekudzokororwa kwemaoko mashoma.
- Team uye workflow. Mashandisirwo anogona kushandisa masaini emifananidzo nemavhidhiyo ayo aimbove akaoma kugadzirisa.
Chenjera
- Kodzero dzemifananidzo uye kubvumirwa kunogona kuve njodzi dzepamutemo kana provenance isina kujeka.
- Kuita kwemuenzaniso kunogona kusiyanisa kupenya, huwandu hwevanhu, uye nharaunda.
- Manyepo enhema anogona kusacherechedzwa kunze kwekunge zvikumbaridzo zvekuvimba zvikatariswa.
Matanho anotevera
- Tsanangura maitiro ekugamuchirwa echokwadi, kurangarira, uye mutengo wekukanganisa.
- Edzai nedata rinoenderana nemamiriro chaiwo ekugadzira.
- Wedzera ongororo yemunhu kune yakaderera-kusavimbika kana yakakwirira-inokanganisa kufanotaura.
- Tevera modhi kudonha uye simbisa mushure mekuchinja kwekamera kana dataset.
Ramba Uchiongorora
Tsamba yemahara
Tora iyo yemazuva ese AI pfupiso
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Zviedze iwe pachako
Take the Image Colorization quiz
Mhinduro yepakarepo pamhinduro yega yega, uye chitupa chinogovaniswa chine ID inobatika kana wapedza kosi.
Tsigira dzidzo yemahara yeAI. AI Understanding ndeye 501(c)(3) isingabatsiri - hapana ads, hapana paywall, zvachose. Ita chipo
Mibvunzo inowanzo bvunzwa
Chii chinonzi Image Colorization?
Mufananidzo colorization inoshandisa AI kuwedzera inonzwisisika, yechokwadi ruvara kune dema-uye-chena mafoto uye firimu. Izvo zvine basa nekuti zvinounza zvakachengetwa zvenhoroondo kuhupenyu uye zvinodzoreredza yakadzima kana grey mifananidzo isina kupendwa nemaoko.
Sei colorization yemufananidzo ichionekwa se 'ill-posed' dambudziko?
Kupenya kwega hakuratidze hue, saka imwe grey pixel inogona kuve yakatsvuka, yebhuruu, kana yegirini, zvichiita kuti mhinduro ive isina kujeka.
Mune yakakurumbira Lab ruvara nzvimbo nzira, iyo network inogashira sei sekuisa?
Mufananidzo we grayscale ndiyo L chiteshi; iyo modhi inofanotaura yakashaikwa a uye b mavara chiteshi uye ozvibatanidza neL.
Sei Zhang et al. furemu yerudzi rwekufanotaura sechikamu pamusoro peruvara 'mabhini' pane kudzoreredza zvakananga?
Kudzoreredza kukosha kumwe kunowanzoita pakati pemavara akawanda anonzwisisika kuita madhaka-grey; kupatsanura kuva mabhini kunoita kuti mavara arambe akajeka.
Mamodheru anodzidza sei mavara zvinhu zvinofanira kunge pasina kuudzwa?
Kudzidziswa pamaseti akakura anodzidzisa modhi kuti huswa hunowanzo girini, matenga anowanzo bhuruu, uye mavara eganda anowira mune mamwe mitsara.
Nderipi dambudziko rakakosha kana uchipenda vhidhiyo kwete mafoto ega?
Kana furemu yega yega iine mavara yakazvimiririra, chinhu chimwe chete chinogona kushandura hue pakati pemafuremu, zvichikonzera kudzongonyedza kunovhiringidza; temporal modhi dzinogadzirisa izvi.
Ramba uchidzidza
Mazano anoenderana
Mamwe madhairekitori akasarudzirwa nyaya iyi