MIT ta cire Tarin Hotunan Hotuna bayan gano kalmomin wariyar launin fata da rashin son zuciya

Cibiyar Fasaha ta Massachusetts share saitin bayanai Ƙananan Hotuna, yana nuna tarin ƙididdiga na miliyan 80 ƙananan hotuna 32x32. Ƙungiya mai haɓaka fasahar hangen nesa ta kwamfuta ne ta kiyaye tsarin kuma tun 2008 masu bincike daban-daban suka yi amfani da shi don horarwa da gwada sanin abu a cikin tsarin koyan na'ura.

Dalilin cire shi ne ganowa amfani da kalmomin wariyar launin fata da rashin fahimta a cikin lakabin da ke kwatanta abubuwan da aka kwatanta a cikin hotuna, da kuma kasancewar hotunan da aka dauka a matsayin abin ƙyama. Alal misali, akwai hotuna na al'aura tare da kalmomi masu banƙyama, hotunan wasu mata an kwatanta su a matsayin "karuwai," kuma an yi amfani da kalmomin da ba a yarda da su ba a cikin al'ummar zamani ga baki da Asiya.

Duk da haka, daftarin aiki da MIT ya ambata ya kuma gano ƙarin matsaloli masu tsanani tare da irin waɗannan tarin: ana iya amfani da fasahar hangen nesa na kwamfuta don haɓaka tsarin tantance fuska don neman wakilan ƙungiyoyin jama'a waɗanda aka haramta saboda wasu dalilai; hanyar sadarwar jijiyoyi don tsara hoto na iya sake gina asali daga bayanan da ba a san su ba.

Dalilin bayyanar kalmomin da ba daidai ba shine amfani da tsari mai sarrafa kansa wanda ke amfani da alaƙar ma'ana daga ma'ajin ƙamus na Ingilishi don rarrabewa. KalmarNa, ƙirƙira a cikin 1980s a Jami'ar Princeton. Tun da yake ba zai yiwu a bincika kasancewar harshe mai banƙyama da hannu a cikin ƙananan hotuna miliyan 80 ba, an yanke shawarar toshe damar shiga bayanan gaba ɗaya. MIT ta kuma bukaci sauran masu binciken da su daina amfani da tarin tare da cire kwafinsa. Ana ganin irin waɗannan matsalolin a cikin mafi girman bayanan bayanan hoto Hoton Hotuna, wanda kuma yana amfani da anchors daga WordNet.

source: budenet.ru