OEM Watsopano Wanjanji Valve Assembly F00VC01329 Kwa 0445110168 169 284 315 jekeseni

Kuzindikira zolakwika pampando wa valve injector yamagalimoto kutengera kuphatikizika kwa mawonekedwe(gawo 3)

Chotsatira chake, pozindikira mpando wa valavu ya jekeseni, chithunzicho chiyenera kupanikizidwa, ndipo kukula kwa chithunzi kumakonzedwa mpaka 800 × 600, mutatha kupeza deta yogwirizana yazithunzi, njira yowonjezera deta imagwiritsidwa ntchito pofuna kupewa kuchepa kwa deta, ndipo luso la generalization limakulitsidwa. Kupititsa patsogolo deta ndi gawo lofunikira pakuphunzitsa mitundu yophunzirira mozama [3]. Pali njira ziwiri zowonjezera deta. Chimodzi ndikuwonjezera kusanjikiza kwa data pamtundu wa netiweki kuti tilole chithunzicho kuti chiphunzitsidwe nthawi zonse, pali njira ina yowongoka komanso yosavuta, zitsanzo zazithunzi zimakulitsidwa ndi kukonza zithunzi musanayambe maphunziro, timakulitsa ma data pogwiritsa ntchito. njira zowonjezera zithunzi monga geometry ndi malo amtundu, ndikugwiritsa ntchito HSV mumalo amtundu, monga momwe chithunzi 1 chikusonyezera.

Kupititsa patsogolo kwa Faster R-CNN defection model Mu Faster R-CNN algorithm model, choyamba, muyenera kuchotsa mbali za chithunzi cholowetsamo, ndipo zomwe zatulutsidwa zingathe kukhudza mwachindunji zotsatira zomaliza. Pakatikati pa kuzindikira kwa chinthu ndikuchotsa mawonekedwe. Chodziwika bwino chochotsa maukonde mu Faster R-CNN algorithm model ndi VGG-16 network. Mtundu wa netiwekiwu udagwiritsidwa ntchito koyamba pagulu lazithunzi [4], kenako wakhala wabwino kwambiri pamagawo a semantic [5] komanso kuzindikira kwamphamvu [6].

Mawonekedwe otulutsa mawonekedwe mu Faster R-CNN algorithm model yakhazikitsidwa ku VGG-16, ngakhale mtundu wa algorithm uli ndi magwiridwe antchito abwino pakuzindikirika, umangogwiritsa ntchito mapu otuluka kuchokera pagawo lomaliza muzojambula zazithunzi, kotero padzakhala kutayika kwina ndipo mawonekedwe a mapu sangathe kumalizidwa mokwanira, zomwe zingayambitse kusazindikira kwa zinthu zazing'ono zomwe zikufunika komanso kukhudza kuzindikira komaliza.