I-Bumble, ephuhlisa enye yezona nkonzo zinkulu kwi-intanethi yokuthandana, ivule ikhowudi yemvelaphi yenkqubo yokufunda yomatshini wabucala, esetyenziselwa ukuchonga imifanekiso engcolileyo kwiifoto ezifakwe kwinkonzo. Inkqubo ibhalwe kwiPython, isebenzisa isakhelo seTensorflow kwaye ihanjiswa phantsi kwelayisensi yeApache-2.0. Inethiwekhi ye-convolutional neural EfficientNet v2 isetyenziselwa ukuhlelwa. Imodeli esele ilungile yokuchonga imifanekiso yabantu abahamba ze iyafumaneka ukukhuphela. Ukuchaneka kokuzimisela kungaphezulu kwama-98%.
Ikwabandakanya neskripthi sokwenza iimodeli zakho, onokuthi uziqeqeshe kwingqokelela yakho kwaye usebenzise ukuhlelela umxholo ongekho mthethweni. Ukuqeqesha, kwanele ukuqhuba iskripthi kunye neefayile ezibhaliweyo eziqulethe uluhlu lwemifanekiso eneepropati ezintle nezimbi. Emva kokuba uqeqesho lugqityiwe, ungathumela umfanekiso ongekho mthethweni kwi-Private Detector kwaye ireyithi yokubetha iya kubalwa ngokusekwe kuyo.
umthombo: opennet.ru