ʻO Bumble, kekahi o nā lawelawe pili pūnaewele nui loa, ua wehe i kāna ʻōnaehana aʻo mīkini Private Detector, kahi e ʻike ai i nā kiʻi kūpono ʻole i nā kiʻi i hoʻouka ʻia i ka lawelawe. Ua kākau ʻia ka ʻōnaehana ma Python, hoʻohana i ka ʻōnaehana Tensorflow, a ua hoʻolaha ʻia ma lalo o ka laikini Apache-2.0. Hoʻohana ia i ka pūnaewele neural convolutional EfficientNet v2 no ka hoʻokaʻawale ʻana. Loaʻa kahi kumu hoʻohālike i hana mua ʻia no ka ʻike ʻana i nā kiʻi ʻōlohelohe no ka hoʻoiho ʻana. ʻOi aku ka pololei o kona ʻike ʻana ma mua o 98%.
Hoʻokomo pū ka pūʻolo i kahi palapala no ka hana ʻana i kāu mau hiʻohiʻona ponoʻī, hiki ke hoʻomaʻamaʻa ʻia ma kāu hōʻiliʻili ponoʻī a hoʻohana ʻia e hoʻokaʻawale i nā ʻike kūpono ʻole. No ke aʻo ʻana, e holo wale i ka palapala me nā faila kikokikona e loaʻa ana nā papa inoa o nā kiʻi me nā waiwai maikaʻi a maikaʻi ʻole. Ma hope o ka pau ʻana o ke aʻo ʻana, hiki iā ʻoe ke waiho i kahi kiʻi kūpono ʻole iā Private Detector, a e helu ʻia ka helu hit ma muli o ia mea.
Source: opennet.ru
