Incamake
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.
Igice cya Panoptic ni icya mudasobwa-iyerekwa ryakazi risobanura cyangwa ritanga itangazamakuru ryerekanwa ryo gusesengura, ibikorwa, no guhanga.
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, cyashyizwe ahagaragara 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 'ibintu' (ibintu bibarwa nk'imodoka n'abantu, babona indangamuntu) na 'ibintu' (uturere twa amorphous nk'umuhanda cyangwa ikirere, bitabikora). 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.
Kumenya 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. Igice cya Panoptic ni icya mudasobwa-iyerekwa ryakazi risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Panoptic Segmentation nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha Panoptic Segmentation iringaniza neza hamwe nibikorwa bifatika nkubwiza bwamakuru, itandukaniro ryamatara, hamwe na labels bihoraho. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego. Mugihe kimwe, uburenganzira bwishusho no kwemererwa birashobora guhinduka ibyago byemewe n'amategeko niba ibimenyetso bidasobanutse. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego.
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya.
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya.
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
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 bituzuye kugirango utegure gufata no kugenda
Uburyo bwo Gushyira mu bikorwa
Igice cya Panoptic mu myitozo
Imodoka yigenga yubaka ikarita yuzuye ya pigiseli itandukanya buri modoka, abanyamaguru, umuhanda, ninzira nyabagendwa.
Ibinyabiziga byigenga byubaka ikarita yuzuye ya pigiseli itandukanya buri modoka, abanyamaguru, umuhanda, ninzira nyabagendwa Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Igice cya Panoptic mu myitozo
Kwerekana amashusho yerekana uturere mugihe ubara ibikomere cyangwa selile.
Amashusho yubuvuzi yerekana uturere twibice mugihe ubara ibikomere cyangwa selile kugiti cye Amakipe akunze kubona umusaruro mwiza mugihe asobanura ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Igice cya Panoptic mu myitozo
Porogaramu zukuri zukuri zitandukanya buri kintu nubuso kugirango ushire ibintu bifatika mubyukuri.
Porogaramu zifatika zitandukanya buri kintu nubuso kugirango zishyirireho ibintu bifatika Amakipe asanzwe abona ibisubizo byiza mugihe asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Igice cya Panoptic mu myitozo
Sisitemu ya robo isobanura neza ibintu bituzuye kugirango utegure gufata no kugenda.
Sisitemu ya robo isobanura neza ibintu bituzuye kugirango itegure gufata no kugendana Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
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.
Sobanura ibipimo byo kwemererwa kugiciro, kwibutsa, nibiciro byamakosa. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.