?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=SISTEM+PENGENALAN+DAN+TRANSLITERASI+AKSARA+LAMPUNG%0D%0ABERBASIS+PENERAPAN+CONVOLUTIONAL+NEURAL+NETWORK+(CNN)&rft.creator=Desi+%2C+Rahma+Utami+%09&rft.subject=620+Ilmu+teknik+dan+ilmu+yang+berkaitan&rft.description=Era+digital+mempunyai+potensi+kebermanfaatan+namun+juga+kerugian+dalam%0D%0Aproses+pengembangannya.+Pada+bidang+sosial+budaya%2C+salah+satu+pengaruh%2C+ialah%0D%0Amenimbulkan+perubahan+pada+pola+interaksi+antar+masyarakat+terkhusus+dalam%0D%0Apenggunaan+bahasa+dan+aksara+daerah+yang+dinilai+kuno+dan+tertinggal.+Salah+satu%0D%0Adaerah+yang+mempunyai+aksara+ialah+provinsi+Lampung.+Menyikapi+hal+tersebut%2C%0D%0Aperlu+adanya+teknologi+informasi+yang+mampu+menghilangkan+stigma+kuno+dan%0D%0Atertinggal+tanpa+menghilangkan+nilai+luhur+dari+suatu+budaya.+Salah+satu+fokus%0D%0Ailmu+yang+dinilai+mampu+melakukan+penerapan+teknologi+yang+mampu%0D%0Amelakukan+proses+mengenali+dan+mentransliterasi+data+citra+aksara+Lampung%0D%0Adalam+kata%2C+ialah+Convolusion+Neural+Network+(CNN).+Sistem+pengenalan+dan%0D%0Atransliterasi+aksara+Lampung+dengan+model+pembelajaran+CNN+ini+memiliki%0D%0Atingkat+akurasi+pengujian+sebesar+80+%25.%0D%0APenelitian+ini+menggunakan+perangkat+lunak+Code+editor+Visual+Studio+Code%0D%0Adengan+Bahasa+pemrograman+Python+3.9.4+64+bit%2C+1732+masukan+data+citra+yang%0D%0Aterbagi+dalam+4+kelas+(output)+dengan+masing-masing+423+citra+untuk+membangun%0D%0Asistem+dan+10+citra+untuk+menguji+sistem+pada+masing-masing+katanya%2C+dengan%0D%0Afungsi+optimasi+Root+Mean+Square+Propagation+(RMSProp)%2C+jenis+pooling+berupa%0D%0Amax+pooling%2C+dropout+0.01%2C+features+extraction+(pengenalan)+sebanyak+4+layer+dan%0D%0Aclassification+(transliterasi)+sebanyak+3+layer.%0D%0AKata+kunci+%3A+Aksara+Lampung%2C+Pengenalan%2C+Transliterasi%2C+CNN%2C+Data+Citra%0D%0AThe+digital+era+has+potential+benefits+but+also+losses+in+the+development%0D%0Aprocess.+In+the+socio-cultural+field%2C+one+of+the+influences+is+causing+changes+in%0D%0Ainteraction+patterns+between+communities%2C+especially+in+the+use+of+regional%0D%0Alanguages+and+scripts+which+are+considered+ancient+and+underdeveloped.+One+area%0D%0Athat+has+script+is+Lampung+province.+In+response+to+this%2C+there+is+a+need+for%0D%0Ainformation+technology+that+is+able+to+eliminate+ancient+and+backward+stigmas%0D%0Awithout+eliminating+the+noble+values+of+a+culture.+One+of+the+scientific+focuses+that%0D%0Ais+considered+capable+of+implementing+technology+that+is+capable+of+carrying+out%0D%0Athe+process+of+recognizing+and+transliterating+Lampung+script+image+data+into%0D%0Awords+is+Convolution+Neural+Network+(CNN).+The+Lampung+script+recognition%0D%0Aand+transliteration+system+with+the+CNN+learning+model+has+a+testing+accuracy%0D%0Arate+of+80%25.%0D%0AThis+study+uses+Visual+Studio+Code+editor+software+with+Python+3.9.4+64+bit%0D%0Aprogramming+language%2C+1732+image+data+inputs+divided+into+4+classes+(output)%0D%0Awith+423+images+each+to+build+the+system+and+10+images+to+test+the+system+on+each%0D%0Aword%2C+with+the+Root+Mean+Square+Propagation+(RMSProp)+optimization+function%2C%0D%0Apooling+type+in+the+form+of+max+pooling%2C+dropout+0.01%2C+features+extraction%0D%0A(recognition)+as+many+as+4+layers+and+classification+(transliteration)+as+many+as+3%0D%0Alayers.%0D%0AKeyword+%3A+Lampung+Script%2C+Recognition%2C+Transliteration%2C+CNN%2C+Image+Data&rft.publisher=TEKNIK&rft.date=2024-07-29&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F82095%2F1%2FABSTRAK_Desi%2520Rahma%2520Utami_1815031043%2520-%2520Desi%2520Rahma%2520Utami.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F82095%2F2%2FFULL%2520SKRIPSI_DESI%2520RAHMA%2520UTAMI_1815031043%2520-%2520Desi%2520Rahma%2520Utami.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F82095%2F3%2FSKRIPSI%2520TANPA%2520PEMBAHASAN_DESI%2520RAHMA%2520UTAMI_1815031043%2520-%2520Desi%2520Rahma%2520Utami.pdf&rft.identifier=++Desi+%2C+Rahma+Utami+++(2024)+SISTEM+PENGENALAN+DAN+TRANSLITERASI+AKSARA+LAMPUNG+BERBASIS+PENERAPAN+CONVOLUTIONAL+NEURAL+NETWORK+(CNN).++TEKNIK%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F82095%2F