?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=DETEKSI+DAN+KLASIFIKASI+RAMBU+LARANGAN+LALU+LINTAS%0D%0AMENGGUNAKAN+METODE+YOLO+V5s+DI+KOTA+BANDAR+LAMPUNG&rft.creator=Tasya+%2C+Nursita+Dewi&rft.subject=000+Ilmu+komputer%2C+informasi+dan+pekerjaan+umum&rft.subject=500+ilmu+pengetahuan+alam+dan+matematika&rft.description=Rambu+lalu+lintas+atau+biasa+disebut+rambu+adalah+perangkat+di+lalu+lintas+jalan+yang%0D%0Aberupa+lambang%2C+huruf%2C+angka%2C+kalimat+atau+kombinasinya+sebagai+peringatan%2C%0D%0Alarangan%2C+perintah%2C+atau+petunjuk+bagi+pengguna+jalan.+Rambu+larangan+adalah+rambu%0D%0Ayang+menunjukkan+tindakan+yang+dilarang+bagi+pengguna+jalan.+Warna+dasar+rambu%0D%0Alarangan+adalah+putih+dan+simbol+serta+tulisan+berwarna+hitam+atau+merah.+Kurangnya%0D%0Apemahaman%2C+kesadaran+dan+edukasi+pengguna+jalan+terhadap+arti+dan+fungsi+dari%0D%0Arambu+lalu+lintas.+Hal+ini+dapat+mengakibatkan+pengguna+jalan+mengalami%0D%0Akecelakaan.+Solusi+untuk+masalah+ini+dapat+diperoleh+dengan+memanfaatkan%0D%0Ateknologi+kecerdasan+buatan+(Artificial+Intelligence).+Implementasi+AI+dalam%0D%0Akendaraan+otonom+dan+sistem+pengawasan+lalu+lintas+dapat+meningkatkan+kepatuhan%0D%0Adan+keselamatan+di+jalan+raya.+Pada+penelitian+pengenalan+objek+rambu+larangan+lalu%0D%0Alintas+di+lingkungan+kota+Bandar+Lampung%2C+dengan+metode+yang+digunakan+adalah%0D%0Ametode+YOLO+(You+Look+Only+Once)+V5s+untuk+mendeteksi+sekaligus+melakukan%0D%0Aklasifikasi+terhadap+rambu+larangan+lalu+lintas.+Tujuan+dari+penelitian+ini+adalah%0D%0Amengimplementasi+metode+Yolo+V5s+dan+mengetahui+performansi+metode+Yolo+V5s%0D%0Auntuk+deteksi+dan+klasifikasi+pada+rambu+larangan+lalu+lintas+menggunakan+video.%0D%0AHasil+menggunakan+metode+YOLO+V5s+untuk+deteksi+dan+klasifikasi+rambu+larangan%0D%0Alalu+lintas+menggunakan+video+di+kota+Bandar+Lampung%2C+mendapatkan+hasil+akurasi+untuk+jalan+Pagar+Alam+88%2C12%25%2C+Unila+95%2C21%25%2C+Teuku+Umar+95%2C44%25%2C+dan+Raden%0D%0AIntan+91%2C58%25.+Sedangkan+dalam+performansi+rata-ratanya+running+time+untuk+jalan%0D%0APagar+Alam+8.3%2C+Unila+8.8%2C+Teuku+Umar+8.4%2C+dan+Raden+Intan+7.3.%0D%0A%0D%0AKata+Kunci%3A+Deteksi%3B+klasifikasi%3B+rambu+larangan+lalu+lintas%3B+yolo+V5s%3B%0D%0A%0D%0A%0D%0ATraffic+signs+or+commonly+called+signs+are+devices+in+road+traffic+in+the+form+of%0D%0Asymbols%2C+letters%2C+numbers%2C+sentences+or+combinations+thereof+as+warnings%2C%0D%0Aprohibitions%2C+orders%2C+or+instructions+for+road+users.+Prohibition+signs+are+signs+that%0D%0Aindicate+prohibited+actions+for+road+users.+The+base+color+of+prohibition+signs+is%0D%0Awhite+and+the+symbols+and+text+are+black+or+red.+Lack+of+understanding%2C+awareness%0D%0Aand+education+of+road+users+on+the+meaning+and+function+of+traffic+signs.+This+can%0D%0Aresult+in+road+users+getting+into+accidents.+The+solution+to+this+problem+can+be%0D%0Aobtained+by+utilizing+artificial+intelligence+technology.+The+implementation+of+AI+in%0D%0Aautonomous+vehicles+and+traffic+surveillance+systems+can+improve+road+compliance%0D%0Aand+safety.+In+the+research+on+object+recognition+of+traffic+ban+signs+in+the+Bandar%0D%0ALampung+city+environment%2C+the+method+used+is+the+YOLO+(You+Look+Only+Once)+V5s%0D%0Amethod+to+detect+and+classify+traffic+ban+signs.+The+purpose+of+this+research+is+to%0D%0Aimplement+the+Yolo+V5s+method+and+determine+the+performance+of+the+Yolo+V5s%0D%0Amethod+for+detection+and+classification+of+traffic+ban+signs+using+video.+The+results+of%0D%0Ausing+the+YOLO+V5s+method+for+the+detection+and+classification+of+traffic+prohibition%0D%0Asigns+using+video+in+the+city+of+Bandar+Lampung%2C+obtained+accuracy+results+for+Pagar%0D%0AAlam+road+88.12%25%2C+Unila+95.21%25%2C+Teuku+Umar+95.44%25%2C+and+Raden+Intan+91.58%25.%0D%0A%0D%0Av%0D%0AMeanwhile%2C+the+average+running+time+for+Pagar+Alam+8.3%2C+Unila+8.8%2C+Teuku+Umar%0D%0A8.4%2C+and+Raden+Intan+7.3.%0D%0AKeywords%3A+Detection%3B+classification%3B+traffic+prohibition+signs%3B+yolo+V5s%3B%0D%0A%0D%0A&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2024-08-13&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F82962%2F1%2F1.%2520ABSTRAK%2520-%2520tasya%2520nursita%2520dewi.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F82962%2F2%2F2.%2520SKRIPSI%2520FULL%2520-%2520tasya%2520nursita%2520dewi.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F82962%2F3%2F3.%2520SKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN%2520-%2520tasya%2520nursita%2520dewi.pdf&rft.identifier=++Tasya+%2C+Nursita+Dewi++(2024)+DETEKSI+DAN+KLASIFIKASI+RAMBU+LARANGAN+LALU+LINTAS+MENGGUNAKAN+METODE+YOLO+V5s+DI+KOTA+BANDAR+LAMPUNG.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F82962%2F