Valve Cusub ee Tareenka Guud F00VC01362 ee Duriyaasha 0445110302 0445110303 ee irbadda la isku duro

Horumarka degdega ah ee bulshada awgeed, baabuurtu waxay noqdeen aalad safar oo sii kordheysa oo muhiim u ah nolol maalmeedka. Aalad ahaan shidaalka loogu durayo dhululunada baabuurta, kursiga valve ee cirbadaha baabuurta ayaa door muhiim ah ka ciyaara xakamaynta tirada shidaalka. Sida loo hagaajiyo tayada qaybaha waxay noqotay arrin muhiim ah oo laga walaaco, laakiin sababtoo ah xajmiga yar ee qaybaha, way fududahay in lagu xaddido tignoolajiyada wax-qabadka. Inta lagu jiro habka wax soo saarka, waxay si lama filaan ah uga tagi doontaa xagashada, cilladaha, dhibcaha miridhku, dhibco cad iyo noocyada kale ee cilladaha gudaha, taas oo saameynaysa waxqabadka kursiga cirbadeynta baabuurta.

Sidaa darteed, in qaybo badan laga soo saaro qaybo cilladaysan waxay noqotay mashruuc lama huraan ah. Iyada oo korodhka degdega ah ee xogta sawirka iyo horumarka degdega ah ee awoodda xisaabinta qalabka, tignoolajiyada ogaanshaha qoto dheer ee barashada, oo ay matasho shabakada neerfaha ee isdhaafsan, ayaa lagu dabaqay hawlaha la xidhiidha ogaanshaha cilladaha. Marka la barbardhigo algorithm-dhaqameedka, waxqabadka si weyn ayaa loo hagaajiyay. 2014, Ross Girshick [1] iyo kuwa kale waxay soo jeediyeen algorithm R-CNN si ay u soo saaraan gobollada musharaxiinta iyada oo loo marayo algorithm raadinta xulashada, laakiin algorithm ahaan xisaabin ahaan waa mid degdeg ah oo gaabis ah. Ka dib, bartilmaameedka bartilmaameedka algorithm SPP-Net ayaa la soo jeediyay, kaas oo xaliya dhibaatada shayga qallafsan, ka dibna Fast R-CNN ayaa la soo jeediyay iyada oo la soo bandhigayo khasaarooyin hawlo badan iyo RoI Pooling, kaas oo isticmaala barashada hawlo badan si loo dhamaystiro kala-soocidda iyo dib-u-celinta.

Si kastaba ha noqotee, habka gobolka ee uu qaatay algorithm wuxuu wali qaadan doonaa waqti badan. Sidaa darteed, Ren [2] wuxuu soo jeediyay algorithm-ka degdegga ah ee R-CNN. Algorithm-ku wuxuu soo bandhigayaa shabakadda RPN iyadoo lagu saleynayo algorithm Fast R-CNN, kaas oo si weyn loo hagaajiyay xawaaraha iyo waxqabadka. Algorithmiyaha degdega ah ee R-CNN wuxuu ku gaari karaa natiijooyin ka wanaagsan ogaanshaha shayga marka loo eego algorithmsyada kale.