YOLO Igihe-Kumenya
YOLO (Urareba Rimwe) ni umuryango wibintu byerekana ibintu usanga kandi ukanashyira akamenyetso kuri buri kintu mumashusho hamwe numuyoboro umwe uhuza imiyoboro, byihuse bihagije kuri videwo nzima.
Incamake
Its speed unlocked real-time vision on everything from drones to self-checkout kiosks.
Kwibira cyane
Mbere ya YOLO, disikete nka R-CNN yakoraga classifier inshuro ibihumbi mu turere tw’amashusho, byatinze. YOLO, yatangijwe na Joseph Redmon mu 2015, yongeye gushakisha nk'ikibazo kimwe cyo gusubira inyuma: gabanya ishusho muri gride, kandi kuri buri kagari kavuga agasanduku gahuza imipaka, amanota yerekana ibintu, hamwe nibishoboka mu cyiciro kimwe. Igishushanyo 'reba rimwe' cyatumye byihuta cyane kuruta ibyiciro bibiri byerekana mugihe ugumye neza. Umuryango wateye imbere byihuse binyuze muburyo bwinshi (YOLOv2 unyuze kuri YOLOv8 ndetse no hanze yarwo), wongeyeho udusanduku twa ankeri, umugongo mwiza, hamwe numutwe udafite inanga. Ibihinduka bigezweho bikora neza hejuru yamakaramu 100 kumasegonda kuri GPU, bigatuma YOLO ihitamo mbere mugihe ubukererwe bufite akamaro nkukuri.
Ubushishozi
YOLO igabanya ishusho muri S na gride ya S. Buri selire ihanura igenamigambi rihamye ryibisanduku hamwe na (x, y, ubugari, uburebure), amanota yicyizere, hamwe nibyiciro byamasomo, byose mumurongo umwe. Gutwikiriye udusanduku duplicate twaciwe no kudahagarikwa gukabije, kugumisha agasanduku-cyizere cyinshi kandi kakajugunya abandi hejuru yurwego rwa IoU. Igihombo hamwe gihuza agasanduku gahuza, ibintu, hamwe nibyiciro, bityo imyitozo ya detector yose irangira kurangira.
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 YOLO Igihe-Kumenya
YOLO ikomeza kugenda yerekeza kumurongo woherejwe, hamwe na moderi ntoya ikora kuri terefone, microcontrollers, na kamera yashyizwemo idafite igicu. Ibishya bisohora ibice byahinduwe byahinduwe hamwe nubushakashatsi butagira inanga kubwukuri nta gutamba umuvuduko. Tegereza guhuza cyane hamwe no gukurikirana no gutandukanya, gufungura-amagambo-gutahura kumenya ibintu bivuye mu nyandiko aho kuba ibirango bihamye, kandi ugakomeza kwitondera gukora neza ku bikoresho bihendutse, bidafite ingufu nke ku nkombe.
Gushyira mu bikorwa Isi
Sisitemu yo kwisuzumisha hamwe nububiko butagabanije kugenzura ibintu mugihe abaguzi babitwaye
Drone hamwe na robo yubuhinzi ibona ibihingwa, ibyatsi, cyangwa amatungo mugihe nyacyo
Kamera zo mu muhanda no kugenzura zibara ibinyabiziga no kumenya abanyamaguru kubisesengura-umujyi
Imirongo ikora yerekana ibice bifite inenge kumukandara wihuta
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
Abakozi Ijwi Ryukuri
Ibibazo bikunze kubazwa
What is YOLO Real-Time Detection?
YOLO (Urareba Rimwe) ni umuryango wibintu byerekana ibintu usanga kandi ukanashyira akamenyetso kuri buri kintu mumashusho hamwe numuyoboro umwe uhuza imiyoboro, byihuse bihagije kuri videwo nzima. Umuvuduko wacyo wafunguye iyerekwa-nyaryo kuri buri kintu cyose kuva drone kugeza kwikorera-kiosque.
Amagambo ahinnye YOLO ahagarariye iki muriki gice?
YOLO bisobanura 'Urareba rimwe gusa,' byerekana ko itahura ibintu byose mumurongo umwe uhuza imitsi hejuru yishusho.
Ni ubuhe butumwa bw'ingenzi bwatumye YOLO yihuta kurusha disiketi za mbere nka R-CNN?
YOLO yongeye gutahura nkikibazo kimwe cyo gusubira inyuma hejuru ya gride ishusho, isimbuza akarere gahoro gahoro-kuntara ibyiciro bibiri byerekana.
Ni ubuhe buryo bukuraho udusanduku twinshi, twuzuzanya mu dusanduku twa YOLO?
Kutarenza urugero guhagarika kugumya kwizerwa cyane agasanduku no guta udusanduku twuzuzanya hejuru yambukiranya-ubumwe.
Mubishushanyo bya YOLO byumwimerere, nigute ishusho yinjiza igabanijwe kubihanura?
YOLO igabanya ishusho muri S na S gride, kandi buri selile ishinzwe guhanura agasanduku nibishoboka amahirwe yibintu byibanze muri yo.
Nuwuhe mubare buri grid selile iteganya kuruhande rwo guhuza agasanduku gahuza?
Buri selire iteganya agasanduku gahuza, amanota yicyizere amanota, hamwe nibishoboka bishoboka, byose hamwe muburyo bumwe.