?url_ver=Z39.88-2004&rft_id=1815031025&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=PENGHITUNG+POPULASI+MANUSIA+DENGAN+YOLOv5+SERTA%0D%0APENGAMBILAN+GAMBAR+MENGGUNAKAN+ESP32-CAM+YANG%0D%0ATERHUBUNG+BOT+TELEGRAM%0D%0A&rft.creator=KRESNA+%2C+AJI+PRATAMA&rft.subject=600+Teknologi+(ilmu+terapan)&rft.description=%0D%0ABerbagai+kegiatan+yang+dilakukan+pada+era+digital+saat+ini+tidak+terlepas+dari%0D%0Apemanfaatan+teknologi+terkini.+Teknologi+memiliki+peran+yang+begitu+besar+bagi%0D%0Akehidupan+manusia.+Dengan+adanya+teknologi%2C+pekerjaan+manusia+dapat+dibuat%0D%0Adengan+lebih+mudah+dan+efektif+dalam+berbagai+aspek.+Salah+satunya+dalam+aspek%0D%0Apendidikan.+Pemanfaatan+teknologi+dibidang+pendidikan+khususnya+dalam+lingkup%0D%0Aperkuliahan%2C+umumnya+hanya+diimplementasikan+melalui+proses+penyampaian%0D%0Amateri.+Namun+belum+banyak+ditemui+pemanfaatan+teknologi+sebagai+alat+yang%0D%0Aberguna+untuk+mempermudah+proses+presensi+perkuliahan.+Maka+penulis%0D%0Amembuat+rancangan+pendeteksi+jumlah+populasi+dengan+menggunakan+algoritma%0D%0AYOLOv5.+Dimulai+dengan+pembuatan+dataset%2C+training+model%2C+pengujian+model%2C%0D%0Adan+membandingkan+jumlah+orang+dengan+algoritma+tersebut.+Gambar+yang%0D%0Adiolah+dengan+YOLOv5+diambil+menggunakan+Esp32-cam+yang+terhubung%0D%0Adengan+Bot+telegram.+Penelitian+ini+mengambil+data+gambar+di+kelas+dan+sekitar%0D%0Agedung+perkuliahan+menggunakan+Esp32-cam+yang+terpasang+pada+suatu+ruang%0D%0Akelas+dan+mengambil+gambar+dengan+perintah+Bot+telegram.+Berdasarkan+hasil%0D%0Apenelitian+bahwa+YOLOv5+dapat+menghitung+jumlah+manusia+pada+suatu+gambar%0D%0Asama+dengan+jumlah+orang+jika+dihitung+secara+manual.+Dan+pada+tugas+akhir+ini%0D%0Amendapatkan+nilai+rata-rata+prediksi+sebesar+80%2C63%25.+Dengan+hasil+prediksi%0D%0Atersebut%2C+dapat+dikatakan+bahwa+model+layak+dan+baik+untuk+dijadikan+model%0D%0Adeteksi.%0D%0AKata+Kunci%3A+Peresensi%2C+Esp32-Cam%2C+YOLOv5%2C+Penghitung+Manusia%2C+Bot+Telegram%0D%0A%0D%0AVarious+activities+carried+out+in+the+digital+era+today+are+inseparable+from+the%0D%0Autilization+of+the+latest+technology.+Technology+plays+a+huge+role+in+human+life.%0D%0AWith+technology%2C+human+work+can+be+made+easier+and+more+effective+in+various%0D%0Aaspects%2C+including+education.+The+use+of+technology+in+education%2C+especially+in+the%0D%0Ascope+of+lectures%2C+generally+is+only+implemented+through+the+process+of+delivering%0D%0Amaterials.+However%2C+the+utilization+of+technology+as+a+useful+tool+to+facilitate+the%0D%0Alecture+attendance+process+is+not+yet+widely+found.+Therefore%2C+the+author+created+a%0D%0Apopulation+detector+design+using+the+YOLOv5+algorithm.+This+project+started+with%0D%0Acreating+a+dataset%2C+training+the+model%2C+testing+the+model%2C+and+comparing+the%0D%0Anumber+of+people+with+the+algorithm.+The+images+processed+with+YOLOv5+were%0D%0Ataken+using+an+Esp32-cam+connected+to+a+Telegram+bot.+This+study+collected%0D%0Aimage+data+in+the+classroom+and+around+the+lecture+building+using+Esp32-cam%0D%0Ainstalled+in+a+classroom+and+taking+pictures+with+a+Telegram+bot+command.+Based%0D%0Aon+the+research+results%2C+YOLOv5+can+count+the+number+of+people+in+an+image%0D%0Asimilar+to+the+number+of+people+counted+manually.+In+this+final+project%2C+an%0D%0Aaverage+prediction+score+of+80.63%25+was+obtained.+With+this+prediction+result%2C+it%0D%0Acan+be+said+that+the+model+is+suitable+and+good+to+be+used+as+a+detection+model.%0D%0AKeywords%3A+Attendance%2CEsp32-Cam%2CYOLOv5%2CPeople+Detection%2CTelegram+Bot.%0D%0A&rft.publisher=FAKULTAS+TEKNIK&rft.date=2023-04-11&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F71297%2F1%2FABSTRAK.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F71297%2F3%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F71297%2F2%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN.pdf&rft.identifier=++KRESNA+%2C+AJI+PRATAMA++(2023)+PENGHITUNG+POPULASI+MANUSIA+DENGAN+YOLOv5+SERTA+PENGAMBILAN+GAMBAR+MENGGUNAKAN+ESP32-CAM+YANG+TERHUBUNG+BOT+TELEGRAM.++FAKULTAS+TEKNIK%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F71297%2F