Incamake
Igice Ikintu cyose Icyitegererezo (SAM) ni Meta Icyitegererezo fatizo cya AI cyo gutandukanya amashusho: hatanzwe ingingo, agasanduku, cyangwa igitekerezo gikabije, ihita yerekana ikintu gihuye. Yubatswe kugirango ihuze ibintu n'amashusho itigeze ibona mugihe cy'amahugurwa, bituma segmentation iba umurimo wihuse.
Igice Ikintu cyose Icyitegererezo ni icya mudasobwa-iyerekwa ryakazi risobanura cyangwa ritanga itangazamakuru ryerekanwa kubisesengura, ibikorwa, no guhanga.
Kwibira cyane
Yarekuwe na Meta AI muri 2023, SAM ivugurura segmentation nkikibazo cyihutirwa: uyiha ikibazo (kanda, agasanduku, mask, cyangwa igitekerezo gikomoka ku nyandiko) kandi gisubiza mask imwe cyangwa nyinshi. Imbaraga zayo ziva mubice: zahuguwe kuri SA-1B, dataset ya masike irenga miriyari 1 hejuru yamashusho miliyoni 11, yubatswe na moteri-yerekana-moteri. Mubyubatswe, SAM ifite kodegisi iremereye ikora inshuro imwe kuri buri shusho, kodegisi yoroheje yoroheje, hamwe na decoder ya mask yihuta, bityo ishusho imwe yashyizwemo irashobora kongera kubazwa mugihe gikwiye. Ifasha zero-kurasa kubikorwa byinshi. SAM 2, yasohotse muri 2024, igera kuri videwo, ikurikirana ibintu kumurongo.
Ubushishozi
SAM ikoresha kodegisi ya Vision Transformer (ViT), ikunze kwerekanwa hamwe na autoencoding yipfundikiriye, kugirango itange ishusho yuzuye. Ibimenyesha byashizwe mubimenyetso, hamwe na transformateur-ishingiye kuri decoder hamwe na cross-attention fuse ihita yerekana ibimenyetso hamwe nishusho yashizwemo ibisohoka wongeyeho amanota yicyizere. Kugira ngo ukemure ibidasobanutse (gukanda bishobora gusobanura buto, ishati, cyangwa umuntu), SAM ihanura masike menshi yemewe icyarimwe hanyuma ikayashyira ku rutonde, kureka ikoreshwa ryimbere cyangwa ibisobanuro byongeweho.
Kumenya Igice Icyaricyo cyose Icyitegererezo
Igice Ikintu cyose Icyitegererezo (SAM) ni Meta Icyitegererezo fatizo cya AI cyo gutandukanya amashusho: hatanzwe ingingo, agasanduku, cyangwa igitekerezo gikabije, ihita yerekana ikintu gihuye. Yubatswe kugirango ihuze ibintu n'amashusho itigeze ibona mugihe cy'amahugurwa, bituma segmentation iba umurimo wihuse. Igice Ikintu cyose Icyitegererezo ni icya mudasobwa-iyerekwa ryakazi risobanura cyangwa ritanga itangazamakuru ryerekanwa kubisesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Segment Ikintu cyose Model 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 Segment Ikintu cyose Model iringaniza neza hamwe nibikorwa bifatika nkubwiza bwamakuru, itandukaniro ryamatara, hamwe nibirango 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
Ishusho-itangazo ryerekana gukoresha SAM kugirango ureke labelers ikande rimwe hanyuma ikore-auto-kubyara ibintu byuzuye masike, kugabanya igihe cyo kuranga.
Abashakashatsi bahuza SAM (urugero, MedSAM) kugirango bagaragaze ingingo n'ibibyimba muri scan ya CT na MRI.
Abanditsi b'amafoto na videwo bahuza SAM kugirango bagabanye amasomo cyangwa bakure inyuma kuri kanda imwe.
SAM 2 ikurikirana kandi igabanya ibintu kuruhande rwa videwo kubikorwa bya AR hamwe na robotics.
Uburyo bwo Gushyira mu bikorwa
Igice Ikintu cyose Icyitegererezo mubikorwa
Ishusho-itangazo ryerekana gukoresha SAM kugirango ureke labelers ikande rimwe hanyuma ikore-auto-kubyara ibintu byuzuye masike, kugabanya igihe cyo kuranga.
Amashusho-yerekana ibisobanuro akoresha SAM kugirango ureke labelers ikande rimwe hanyuma ikore-auto-kubyara ibintu byuzuye masike, kugabanya igihe cyo gushyiramo igihe Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Igice Ikintu cyose Icyitegererezo mubikorwa
Abashakashatsi bahuza SAM (urugero, MedSAM) kugirango bagaragaze ingingo n'ibibyimba muri scan ya CT na MRI.
Abashakashatsi bahuza SAM (urugero, MedSAM) kugirango bagaragaze ingingo n'ibibyimba muri CT na MRI scan Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Igice Ikintu cyose Icyitegererezo mubikorwa
Abanditsi b'amafoto na videwo bahuza SAM kugirango bagabanye amasomo cyangwa bakure inyuma kuri kanda imwe.
Abanditsi b'amafoto na videwo bahuza SAM kugirango bagabanye amasomo cyangwa bakureho amateka kuri kanda imwe Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe.
Igice Ikintu cyose Icyitegererezo mubikorwa
SAM 2 ikurikirana kandi igabanya ibintu kuruhande rwa videwo kubikorwa bya AR hamwe na robotics.
SAM 2 ikurikirana kandi igabanya ibintu kuri videwo yerekana ingaruka za AR hamwe na robotics imyumvire Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo bikurikirana, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe.
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.