Izesekeli Ezintsha Zokujova Umzila Wesitimela Ovamile F00VC01317 we-Injector 0445110230

Ukutholwa kokukhubazeka kwesihlalo sevalvu yomjovo wezimoto ngokusekelwe ekuhlanganisweni kwesici(ingxenye 2)

Nakuba i-algorithm esheshayo ye-R-CNN inokusebenza okuhle kokutholwa kokutholwa kwezinto, usayizi wesihlalo esinesici womjovo kaphethiloli wemoto mncane uma kuqhathaniswa futhi kunezinhlobo eziningi zokukhubazeka. Ngakho-ke, ukutholwa Okusheshayo kwe-R-CNN kusetshenziswa enqubweni, akunakwenzeka ukuqedela ngokunembile ukuhlonza nokubeka iziphambeko, okungenzeka kubangele ukuhlolwa okugejiwe. Kuleli phepha, sethula umqondo wokuhlanganiswa kwesici ku-algorithm ye-Faster R-CNN, sihlanganise izici zezendlalelo ezihlukene zokuguquguquka, sithuthukise ikhono lokukhuluma le-algorithm yokuthola, futhi siyenze inembe kakhudlwana ukuthola ukukhubazeka kwesihlalo se-valve. umjovo wemoto.

2. Ukwakhiwa kwesethi yedatha

2.1 Ukucubungula Idatha Yesithombe

Enqubweni yokuqoqa iziphambeko esihlalweni se-valve ye-injector yemoto ngosizo lwe-hardware efana namakhamera wezimboni ze-CCD, i-tooling, i-PC, njll., ngenxa yokuphazanyiswa kwemvelo, okwamanje, ukusebenza nezinye izici, izithombe eziqoqiwe. izokwandisa ubunzima bemisebenzi elandelayo, ukuze kube lula Umsebenzi Olandelayo udinga izindlela ezisebenzayo zokucubungula izithombe ekukhiqizeni kwangempela.

Okokuqala, phakathi nenqubo yokutholwa kwesithombe, kuzoba nezinkinga ezinjengokudunda kwesithombe nokuqamba amagama angalungile ngesikhathi sokulondoloza. Izithombe ezingadingekile ngeke zithinte umsebenzi kuphela ukusebenza kahle okunomthelela omkhulu, futhi kuzokwandisa ubunzima bomsebenzi olandelayo. Ngakho-ke, kuyadingeka ukususa izithombe eziyimpinda.

Okwesibili, eqoqweni Enqubweni yesithombe, ngenxa yethonya lamanje nomsindo, ulwazi oluthile olungabalulekile luzokhiqizwa. Ngakho-ke, kuyadingeka ukusebenzisa indlela yokuhlunga ye-Gaussian ukuze wenze isithombe sibe umsindo futhi sigcine ulwazi oluwusizo ukuze kutholwe futhi kubonwe.