InoteveraGaidhi rinotevera
Monocular Depth Estimation
AI Yekutarisa
Gwara reVisual AI
Kutsvaga Kureva kweMarigold Diffusion
Marigold anoshandisa zvakare yakadzidziswa mufananidzo-chizvarwa chekuparadzira modhi (Stable Diffusion) kufanotaura zvakadzama mepu dzakadzama.
Teerera kugwaro iriAI-yakarondedzerwa · ~2 min
Pa peji ino2 min verenga
Pfupiso
Zvinoratidza kuti iwe unogona kushandura ruzivo rwejenareta rwakapfuma kuita chigadziriso chekuona chine zvinoshamisa data rekudzidzisa.
Kudzika Kwakadzika
Marigold (ETH Zurich, CVPR 2024 Yakanakisa Pepa Inokudzwa Kutaurwa) inogadziridza fungidziro yakadzama sedambudziko rechizvarwa. Panzvimbo pekudzidzisa network yakadzama kubva kutanga, inonatsa-Yakagadzikana Diffusion kuti 'igadzire' mepu yakadzama yakarongedzwa pamufananidzo wekuisa. Muono uyu ndewekuti modhi yakadzidziswa kugadzira mifananidzo yemifananidzo yakatodzidza chiitiko geometry, kuvheneka, uye chimiro chakadzika munzvimbo yayo yakadzikama, chaizvo izvo zvinotangira zvinobatsira kudzika. Zvinoshamisa, Marigold yakanyatso kurongeka pamaseti ekugadzira chete (seHypersim neVirtual KITTI) asi achienderana nemapikicha chaiwo zero-pfuti. Iyo inoburitsa affine-invariant hudzamu hudzamu hune hudzamu hwakanyanya, kunyangwe iyo iterative denoising inoita kuti inonoke pane yekudyisa-mberi mhando seDepthAnything.
Kuitwa muNyika yeChokwadi
Kutora kudzika-kwakatsetseka kubva mukuvaka uye zvigadzirwa mafoto ekuvhenekesa uye 3D mockups.
Kugadzira yakakwira-detail mamepu anoshandiswa semamiriro ekugadzirisa mufananidzo uye vhidhiyo kugadzirwa.
Kubatsira firimu uye VFX zvikwata mune matte uye parallax basa uko kumucheto chaiko kunokosha.
Kushanda sehwaro hwekutsvagisa hunoratidza maitiro ekugadzirisa generative pres kune dense kufanotaura mabasa.
Ramangwana reMarigold Diffusion Depth Estimation
Resipi yeMarigold, kunyatso-tuning diffusion pres yekufembera kwakaomarara, iri kuita kupfuura kudzika kusvika kune zvakajairwa pamusoro, kuparara kwemufananidzo, uye fungidziro yezvinhu. Inokurumidza distilled uye inowirirana-modhi misiyano iri kuvhara iyo yekumhanyisa gap nemafeed-forward network, zvichiita kuti diffusion-based perception ishande mumaturusi anodyidzana. Tarisira maitiro akafara apo imwe yakafanodzidziswa musana inogadziridzwa kune akawanda geometry uye ekuona mabasa, ichidzikisa kudiwa kwebasa rakakura-rakanangana rakanyorwa dataset.
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
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Zviedze iwe pachako
Take the Marigold Diffusion Depth Estimation quiz
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Mibvunzo inowanzo bvunzwa
Chii chinonzi Marigold Diffusion Depth Estimation?
Marigold anoshandisa zvakare yakadzidziswa mufananidzo-chizvarwa chekuparadzira modhi (Stable Diffusion) kufanotaura zvakadzama mepu dzakadzama. Zvinoratidza kuti iwe unogona kushandura ruzivo rwejenareta rwakapfuma kuita chigadziriso chekuziva chine zvinoshamisa data rekudzidzisa.
Ndeupi pretrained modhi iyo Marigold inovaka pairi?
Marigold anokwenenzvera iyo Yakagadzika Diffusion yakadzikama diffusion modhi kuti ibudise yakadzama mepu.
Marigold inoronga sei basa rekufungidzira rakadzama?
Inobata kudzika sechinhu chinofanira 'kugadzirwa' chakamisikidzwa pamufananidzo wekuisa, uchishandisa zvakare diffusion muchina.
Chii chaishamisa nezve data yekudzidziswa kwaMarigold?
Marigold yakanyatso kurongeka padhata rekugadzira senge Hypersim neVirtual KITTI asi rinoita zero-kupfura kumifananidzo chaiyo.
Sei Marigold achiwanzo kunonoka pane kufudza-mberi kudzika mamodheru?
Diffusion modhi dzinoita ruzha pamusoro pematanho akawanda, zvichiita kuti fungidziro inonoke pane imwe chete yekupfuura.
Munzvimbo ipi iyo Marigold anoita maitiro ayo ekupararira?
Zvese zviri zviviri mufananidzo nekudzika zvakavharirwa muVAE yakadzikama nzvimbo iyo U-Net inodenha.
Ramba uchidzidza
Mazano anoenderana
Mamwe madhairekitori akasarudzirwa nyaya iyi