Overview
Midjourney ibasa rakakurumbira rekutengesa mavara-kune-mufananidzo rinozivikanwa nekukatyamadza, mhedzisiro yemhando yepamusoro uye kwayakatangira seDiscord bot. Inokwikwidza nemidziyo yakaita seDALL-E uye Yakagadzika Diffusion asi inokosheswa nekutaridzika kwayo kwehunyanzvi.
Midjourney ndeyekombuta-kuona mafambiro ebasa anodudzira kana kuburitsa zvinoonekwa zvekuongorora, mashandiro, uye kugadzira.
Deep Dive
Yakatangwa muna 2022 nerabhoritari yakazvimiririra inotungamirwa naDavid Holz, Midjourney yakave nemukurumbira muchikamu chechimiro chisina kujairika: vashandisi vakataipa '/ fungidzira' zvinokurudzira mukati meDiscord server uye bot yakapindura nemifananidzo, ichikurudzira nharaunda huru, inooneka umo vanhu vakadzidza kubva kune mumwe nemumwe. Mamodheru ayo akavharwa, uye Midjourney inozivikanwa kushoma pakuvhurika kwehunyanzvi pane yakakwenenzverwa, inoyevedza inoyevedza iyo vazhinji vanowana yakanaka kunze kwebhokisi kupfuura zvishandiso zvinokwikwidza. Shanduro dzakatevedzana dzakarodza ruzivo, kubatana, uye kunzwisisa nekukurumidza, uye webhu interface uye mupepeti zvakazowedzerwa. Midjourney yakakwezva ruzhinji rwevanhu apo mufananidzo wakagadzirwa nev5 wakahwina mumakwikwi ehunyanzvi uye apo mifananidzo yemanyepo yemifananidzo yakapararira pamhepo, ichiisa pakati pemakakatanwa pamusoro pehunyanzvi hweAI, vanyori, uye ruzivo.
Technical Insight
Midjourney haitsikise mavakirwo ayo, asi inonzwisiswa zvakanyanya kuva diffusion-based text-to-image system, sevamwe vezera rayo, yakarongedzerwa zvakanyanya kune aesthetics kwete chaiyo chaiyo. Vashandisi maumbirwo anobuda nemaparamendi akaisirwa kune zvinokurudzira: aspect ratio (--ar), stylization simba (--stylize), uye vhezheni (--v), pamwe nekurudziro yemifananidzo uye uremu hunosanganisa mareferensi mapikicha. Zvimiro zvakaita semisiyano, kukwirisa, pan/zoom, uye 'remix' zvinopa iterative control. Nekuti iyo modhi yakavharwa, vashandisi vanokwirisa mibairo kuburikidza nekukasira hunyanzvi uye paramita pane kunyatso-tuta huremu.
Hunyanzvi Midjourney
Midjourney ibasa rakakurumbira rekutengesa mavara-kune-mufananidzo rinozivikanwa nekukatyamadza, mhedzisiro yemhando yepamusoro uye kwayakatangira seDiscord bot. Inokwikwidza nemidziyo yakaita seDALL-E uye Yakagadzika Diffusion asi inokosheswa nekutaridzika kwayo kwehunyanzvi. Midjourney ndeyekombuta-kuona mafambiro ebasa anodudzira kana kuburitsa zvinoonekwa zvekuongorora, mashandiro, uye kugadzira. Kuti uvake kunzwisisa kwakadzama, bata Midjourney semuenzaniso wekushandisa, kwete chinhu chimwe chete: tsanangura zvaunoda, kujekesa fungidziro, uye patsanura zvinogona kuitwa nehurongwa hwakavimbika kubva pane zvichiri kuda kutonga kwenyanzvi.
Mukuita, zvikwata zvakasimba zvinoshandisa Midjourney chiyero chechokwadi nemashandiro anoita semhando yedata, kusiyana kwemwenje, uye kuenderana kwemazita. Ivo vanonyora zvakajeka maitiro ebudiriro, bvunzo vachipokana ne data rechokwadi uye mafambiro ebasa, uye iterate zvichibva pane zvakacherechedzwa maitiro ekutadza kwete kuhwina-nguva imwe chete yebhenji. Apa ndipo apo kunzwisisa kwe theoretical kunoshanduka kuve kugona kwakasimba pane chigadzirwa, mutemo, uye mashandiro.
Visual AI inogona kuita otomatiki yekuongorora, yekuona, uye yekumaka mabasa pachiyero. Panguva imwecheteyo, kodzero dzeMufananidzo uye kubvumirwa kunogona kuve njodzi dzepamutemo kana hunhu husina kujeka. Nzira yakatsiga ndeyekubatanidza kukurumidza kuyedza nekutonga: mhanyisa vatyairi vendege, tora humbowo, buritsa matanda esarudzo, uye urambe uchivandudza chengetedzo semaitiro emuenzaniso, zvinotarisirwa nemushandisi, uye zvinodikanwa zvekutonga.
Strategic Impact
Visual AI inogona kuita otomatiki yekuongorora, yekuona, uye yekumaka mabasa pachiyero.
Visual AI inogona kuita otomatiki yekuongorora, yekuona, uye yekumaka mabasa pachiyero. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Zvikwata zvekugadzira zvinogona prototype pfungwa nekukurumidza nekudzokororwa kwemaoko mashoma.
Zvikwata zvekugadzira zvinogona prototype pfungwa nekukurumidza nekudzokororwa kwemaoko mashoma. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Mashandisirwo anogona kushandisa masaini emifananidzo nemavhidhiyo ayo aimbove akaoma kugadzirisa.
Mashandisirwo anogona kushandisa masaini emifananidzo nemavhidhiyo ayo aimbove akaoma kugadzirisa. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Real-World Implementation
Concept maartist uye illustrators vanokurumidza kuongorora mamiriro, masitayera, uye nziyo vasati vaenda kune yekupedzisira chidimbu.
Vatengesi uye vanogadzira zvemukati vanogadzira zvinokwezva magariro, bhurogu, uye ad zvinoonekwa pasina kupfura kwepikicha
Vanyori nevagadziri vemitambo vachiona vatambi, zvisikwa, uye nharaunda kubva pane zvakanyorwa tsananguro
Zvigadzirwa uye zvemukati vagadziri vanogadzira zvinokurumidza mockups uye mabhodhi ekufemerwa vachishandisa mufananidzo kukurudzira uye aspect-retio controls.
Maitiro Ekuita
Midjourney mukuita
Concept maartist uye illustrators vanokurumidza kuongorora mamiriro, masitayera, uye nziyo vasati vaenda kune yekupedzisira chidimbu.
Mafungiro maartist nevaratidziri vanokurumidza kuongorora mamiriro, masitayera, uye nziyo vasati vaenda kune yekupedzisira chidimbu Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengeta nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa nemitengo yekukanganisa nekufamba kwenguva.
Midjourney mukuita
Vatengesi uye vanogadzira zvemukati vanogadzira zvinokwezva magariro, bhurogu, uye ad zvinoonekwa pasina kupfura kwepikicha.
Vatengesi nevagadziri vezvemukati vanogadzira zvinobata magariro, bhurogu, uye ad zvinoonekwa pasina kupfura mapikicha Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura mhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
Midjourney mukuita
Vanyori nevagadziri vemitambo vachiona vatambi, zvisikwa, uye nharaunda kubva pane zvakanyorwa tsananguro.
Vanyori nevagadziri vemitambo vachiona mavara, zvisikwa, uye nharaunda kubva kurondedzero zvakanyorwa Zvikwata zvinowanzowana mibairo iri nani pazvinenge zvichitsanangudza zvikumbaridzo zvemhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa nemitengo yekukanganisa nekufamba kwenguva.
Midjourney mukuita
Zvigadzirwa uye zvemukati vagadziri vanogadzira zvinokurumidza mockups uye mabhodhi ekufemedza vachishandisa mifananidzo yekukurudzira uye chimiro-chiyero chekutonga.
Zvigadzirwa uye zvemukati vagadziri vanogadzira zvinokurumidza mockups uye mabhodhi ekukurudzira vachishandisa mifananidzo yekukurudzira uye chimiro-chiyero chekutonga Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
Njodzi & Guardrails
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.
Implementation Roadmap
Tsanangura maitiro ekugamuchirwa echokwadi, kurangarira, uye mutengo wekukanganisa.
Tsanangura maitiro ekugamuchirwa echokwadi, kurangarira, uye mutengo wekukanganisa. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Edzai nedata rinoenderana nemamiriro chaiwo ekugadzira.
Edzai nedata rinoenderana nemamiriro chaiwo ekugadzira. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Wedzera ongororo yemunhu kune yakaderera-kusavimbika kana yakakwirira-inokanganisa kufanotaura.
Wedzera ongororo yemunhu kune yakaderera-kusavimbika kana yakakwirira-inokanganisa kufanotaura. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Tevera modhi kudonha uye simbisa mushure mekuchinja kwekamera kana dataset.
Tevera modhi kudonha uye simbisa mushure mekuchinja kwekamera kana dataset. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.