Ikhithi yamathuluzi ye-Unredacter yethulwa, ekuvumela ukuthi ubuyisele umbhalo wangempela ngemuva kokuwufihla usebenzisa izihlungi ezisekelwe ku-pixelation. Isibonelo, uhlelo lungasetshenziswa ukukhomba idatha ebucayi namagama-mfihlo aphikiselwe ezithombeni-skrini noma izifinyezo zamadokhumenti. Kuthiwa i-algorithm esetshenziswe ku-Unredacter iphakeme kunezinsiza ezifanayo ezitholakala ngaphambilini, njenge-Depix, futhi iphinde yasetshenziswa ngempumelelo ukuphumelela ukuhlolwa kokuhlonza umbhalo ophikisiwe ohlongozwa ilabhorethri ye-Jumpsec. Ikhodi yohlelo ibhalwe ku-TypeScript futhi isatshalaliswa ngaphansi kwelayisensi ye-GPLv3.
Ukuze ubuyisele umbhalo, i-Unredacter isebenzisa indlela yokukhetha ehlanekezelwe, okuya ngokuthi ingxenye yesithombe sokuqala esiyi-pixeated iqhathaniswa nokuhlukile okuhlanganiswe ngokusesha ngamapheya ezinhlamvu afakwe amashifu ahlukene nezici ezishintshile. Ngesikhathi sokusesha, inketho ehambisana kakhulu nesiqeshana soqobo ikhethwa kancane kancane. Ukuze usebenze ngempumelelo, udinga ukuqagela kahle usayizi, uhlobo kanye nemingcele yokuhlehlisa yefonti, kanye nokubala usayizi weseli kugridi ye-pixelation kanye nendawo yokumbondela yegridi embhalweni (izinketho ze-grid offset zihlelwa ngokuzenzakalelayo) .
Ukwengeza, singaqaphela iphrojekthi ye-DepixHMM, ngaphakathi kohlaka lapho inguqulo yensiza ye-Depix yalungiswa, ihunyushwa ku-algorithm esekelwe kumodeli efihliwe ye-Markov, ngenxa yokuthi kwakungenzeka ukwandisa ukunemba kokwakhiwa kabusha kwezimpawu.
Source: opennet.ru