Overview
Kugadzikana AI ndiyo yekutanga yeLondon-yakavakirwa kuseri kweStable Diffusion, iyo yakavhurika-huremu mufananidzo jenareta iyo inoisa mavara-kune-mufananidzo AI pamamiriyoni emalaptops. Nekuburitsa huremu hwemodhi paruzhinji, zvakamutsa mafungu ezvishandiso zvakavhurika zvekugadzira izvo zvaikwikwidzana nemasisitimu akavharika kubva kuOpenAI uye Google.
Kugadzikana AI inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye ecosystem kudyidzana.
Deep Dive
Yakavambwa muna 2019 naEmad Mostaque, Kugadzikana AI kwakasimuka kuita mukurumbira muna Nyamavhuvhu 2022 payakatsigira kuburitswa kweveruzhinji kweStable Diffusion, yakaremara diffusion modhi yakadzidziswa zvakanyanya paLAION-5B dataset. Kusiyana neDALL-E kana Midjourney, huremu hwaigona kudhaunirodwa, zvichiita kuti vanoda zvekutamba, vatsvakurudzi, nemakambani vamhanye nekunatsa modhi yacho mahara. Izvi zvakakurudzira kuputika kwemaforogo, plugins, uye maturusi seAutomatic1111 uye ControlNet. Iyo kambani yakazowedzera kuita mutauro (StableLM), audio (Stable Audio), 3D, uye vhidhiyo (Stable Vhidhiyo Diffusion), uye yakatumirwa Stable Diffusion 3 muna 2024. Mushure mekuomerwa kwemari nekubva kwaMostaque muna 2024, hutungamiriri hutsva hwakadzoreredza kambani pakupa marezenisi ebhizinesi anoramba achichengeta huremu hwakavhurika.
Technical Insight
Yakagadzika Diffusion imodhi yakavharika yekuparadzira: pachinzvimbo chekuita denoising pixels zvakananga, inodzvanya mapikicha munzvimbo diki yakavanzika uchishandisa ariational autoencoder, yobva yamhanyisa maitiro ekuparadzira ipapo. U-Net inodzidza kudzoreredza ruzha nhanho nhanho, inotungamirwa nekumisikidzwa kwemavara kubva kuCLIP-maitiro mameseji encoder kuburikidza nekuyambuka-kutarisisa. Kushanda munzvimbo yakadzikama slash compute, ndosaka modhi ichigona kumhanya pane imwechete mutengi GPU kwete nzvimbo yedata.
Kubata Kugadzikana AI
Kugadzikana AI ndiyo yekutanga yeLondon-yakavakirwa kuseri kweStable Diffusion, iyo yakavhurika-huremu mufananidzo jenareta iyo inoisa mavara-kune-mufananidzo AI pamamiriyoni emalaptops. Nekuburitsa huremu hwemodhi paruzhinji, zvakamutsa mafungu ezvishandiso zvakavhurika zvekugadzira izvo zvaikwikwidzana nemasisitimu akavharika kubva kuOpenAI uye Google. Kugadzikana AI inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye ecosystem kudyidzana. Kuti uvake kunzwisisa kwakadzama, bata Kugadzikana AI semuenzaniso wekushandisa, kwete chinhu chimwe chete: tsanangura zvinodiwa, kujekesa fungidziro, uye patsanura izvo zvinogona kuitwa nehurongwa hwakavimbika kubva kune zvichiri kuda kutonga kwenyanzvi.
Mukuita, zvikwata zvakasimba zvinoshandisa Stability AI inoongorora zano revatengesi, kuvimbika kwemepu yemugwagwa, uye njodzi yekuvhara isati yaita. 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.
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera. Panguva imwecheteyo, zviziviso zveLaunch zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows. 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
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika. 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
Iyo indie game situdiyo yakanaka-tunes Yakagadzikana Diffusion munharaunda kuti igadzire inopindirana maitiro epfungwa art pasina pa-mufananidzo wegore mutengo.
Mugadziri anowedzera ControlNet pamusoro peStable Diffusion kushandura rough sketches kuita yakakwenenzverwa chigadzirwa mockups uchichengetedza chaiyo marongero.
Muimbi anoshandisa Yakatsiga Audio kugadzira humambo-yemahara zvishwe zvekumashure uye ambient maumbirwo eiyo podcast intro.
Lab yekutsvagisa inodhawunirodha huremu hwakavhurika kuti udzidze uye kuderedza kurerekera kwevanhu muzviso zvakagadzirwa, chimwe chinhu chisingagoneke nemaAPI akavharwa.
Maitiro Ekuita
Kugadzikana AI mukuita
Iyo indie game situdiyo yakanaka-tunes Yakagadzikana Diffusion munharaunda kuti igadzire inopindirana maitiro epfungwa art pasina pa-mufananidzo wegore mutengo.
Iyo indie game studio yakanaka-tunes Yakagadzika Diffusion munharaunda kuti igadzire inopindirana hunhu pfungwa yehunyanzvi pasina-yemufananidzo wegore mutengo Matimu anowanzo kuwana mhedzisiro iri nani kana vachitsanangudza hunhu hwepamberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvinobudirira kubudirira uye kukanganisa mutengo nekufamba kwenguva.
Kugadzikana AI mukuita
Mugadziri anowedzera ControlNet pamusoro peStable Diffusion kushandura rough sketches kuita yakakwenenzverwa chigadzirwa mockups uchichengetedza chaiyo marongero.
Mugadziri anowedzera ControlNet pamusoro peStable Diffusion kushandura dhizaini kuti ive yakakwenenzverwa chigadzirwa mockups uchichengetedza chaiyo marongero 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.
Kugadzikana AI mukuita
Muimbi anoshandisa Yakatsiga Audio kugadzira humambo-yemahara zvishwe zvekumashure uye ambient maumbirwo eiyo podcast intro.
Muimbi anoshandisa Yakagadzikana Audio kugadzira humambo-yemahara zvishwe zvekumashure uye ambient textures yepodcast intro Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa nemitengo yekukanganisa nekufamba kwenguva.
Kugadzikana AI mukuita
Lab yekutsvagisa inodhawunirodha huremu hwakavhurika kuti udzidze uye kuderedza kurerekera kwevanhu muzviso zvakagadzirwa, chimwe chinhu chisingagoneke nemaAPI akavharwa.
Lab yekutsvagisa inodhawunirodha huremu hwakavhurika kuti udzidze uye kuderedza kurerekera kwevanhu muzviso zvakagadzirwa, chimwe chinhu chisingagoneki neakavharwa APIs Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura hunhu kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye kukanganisa mutengo nekufamba kwenguva.
Njodzi & Guardrails
Zviziviso zvekutanga zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows.
Mitengo yeAPI kana shanduko yepolicy inogona kukanganisa fungidziro husiku.
Kutsamira kune mumwe-mutengesi kunowedzera kukiya-mukati uye mari yekufambisa.
Implementation Roadmap
Ongorora vanopa uchishandisa ako ega mabasa uye dataset.
Ongorora vanopa uchishandisa ako ega mabasa uye dataset. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.