Igice cya Panoptic
Igice cya Panoptic gitanga buri pigiseli imwe mu ishusho ikirango, gihuza 'aka karere ni akahe' hamwe n '' ikintu runaka aricyo. ' Nuburyo bwuzuye bwo gusobanukirwa ibintu mubyerekezo bya mudasobwa.
Kwibira cyane
Icyerekezo cya mudasobwa kirekire cyari gifite imirimo ibiri itandukanye. Igice cya semantique kiranga buri pigiseli ukurikije icyiciro (umuhanda, ikirere, umuntu) ariko ntishobora kubwira abantu babiri batandukanye. Igice cya Instance gisanga kandi kigaragaza ibintu byabaruwe ariko birengagiza 'ibintu' byimbere nkikirere cyangwa ibyatsi. Igice cya Panoptic, cyashyizweho nabashakashatsi ba Facebook AI muri 2018, gihuza byombi: igenera buri pigiseli icyiciro, kandi kubintu 'bibarwa' nayo itanga indangamuntu idasanzwe. Igisubizo ni ikarita imwe ihuriweho nta cyuho cyangwa ihuzagurika. Ubwiza bupimwa nubuziranenge bwa Panoptic (PQ), bukomatanya uburyo uturere tumenyekana neza nuburyo imipaka yabo ihuye. Nibyingenzi ahantu hose imashini igomba kumva neza ibyabaye byose, nkimodoka yikorera wenyine isobanura umuhanda.
Ubushishozi
Moderi ya Panoptic igabanyijemo ibirango mubintu '(ibintu bibarwa nkimodoka nabantu, babona indangamuntu) hamwe n' 'ibintu' (uturere twa amorphous nkumuhanda cyangwa ikirere, sibyo). Sisitemu yo hambere yakoreshaga amashami atandukanye hamwe nurugero, hanyuma ikabihuza namategeko yo gukemura amakimbirane ya pigiseli. Uburyo bushya bwo guhindura ibintu bushingiye kuri Mask2Former guhanura urutonde rwa masike hamwe nibirango bifitanye isano itaziguye, ikora ibintu nibintu muburyo bumwe bwubatswe.
Ingaruka z'Ingamba
Umuvuduko n'igipimo
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego.
Build choices
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya.
Itsinda hamwe nakazi
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya.
Kazoza ka Panoptic Segmentation
Umwanya urimo guhuriza hamwe hafi yubumwe, kubaza-gushingira kubintu byubaka bikora ibisobanuro, urugero, hamwe na panoptic imirimo hamwe nicyitegererezo kimwe. Ubushakashatsi burimo gusunika kuri videwo yerekana amashusho atuma urugero rwerekana imiterere, imiterere-y-imvugo yerekana ibyiciro byasobanuwe mu nyandiko, hamwe na moderi yoroshye ikora neza kuri robo n’ibinyabiziga. Ibyiza byo guhugura amakuru hamwe no kwiyobora bigabanya igiciro kiremereye cya pigiseli-yuzuye intoki.
Gushyira mu bikorwa Isi
Imodoka yigenga yubaka ikarita yuzuye ya pigiseli itandukanya buri modoka, abanyamaguru, umuhanda, ninzira nyabagendwa
Kwerekana amashusho yerekana uturere mugihe ubara ibikomere cyangwa selile
Porogaramu zukuri zukuri zitandukanya buri kintu nubuso kugirango ushire ibintu bifatika mubyukuri
Sisitemu ya robo isobanura neza ibintu byuzuye kugirango utegure gufata no kugenda
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.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Igice cy'ishusho
Ibibazo bikunze kubazwa
What is Panoptic Segmentation?
Igice cya Panoptic gitanga buri pigiseli imwe mu ishusho ikirango, gihuza 'aka karere ni akahe' hamwe n '' ikintu runaka aricyo. ' Nuburyo bwuzuye bwo gusobanukirwa ibintu mubyerekezo bya mudasobwa.
Niki igice cya panoptic giha buri pigiseli mumashusho?
Igice cya Panoptic kiranga buri pigiseli ifite icyiciro kandi wongeyeho itanga 'ibintu' bibarwa 'indangamuntu idasanzwe, ntisigara icyuho cyangwa guhuzagurika.
Muri panoptic terminology, amasomo 'ibintu' ni ayahe?
'Ibintu' bivuga uturere tutabarika, amorphous inyuma nkikirere cyangwa umuhanda, byakira icyiciro ariko nta ndangamuntu.
Ni izihe mbogamizi nyamukuru zo gutandukanya ibice bisobanura igice cya panoptike?
Igice cya semantique kiranga pigiseli kurwego ariko ntishobora gutandukanya abantu babiri nundi; panoptic yongeramo urugero indangamuntu.
Nibihe bipimo bikoreshwa mugusuzuma ubuziranenge bwa panoptic?
Ubwiza bwa Panoptic (PQ) bukomatanya kumenya neza hamwe no gutandukanya ibice kugirango harebwe uburyo ibintu nibintu byahanuwe.
Niki amasomo 'ibintu' yakira ayo masomo 'ibintu' atakira?
Ibiharuro 'ibintu' bibona indangamuntu yihariye kugirango ibintu bitandukanye bishobora kubwirwa bitandukanye, mugihe 'ibintu' bibona icyiciro gusa.