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<http://digilib.unila.ac.id/id/eprint/71297> <http://purl.org/dc/terms/title> "PENGHITUNG POPULASI MANUSIA DENGAN YOLOv5 SERTA\r\nPENGAMBILAN GAMBAR MENGGUNAKAN ESP32-CAM YANG\r\nTERHUBUNG BOT TELEGRAM\r\n"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://digilib.unila.ac.id/id/eprint/71297> <http://purl.org/ontology/bibo/abstract> "\r\nBerbagai kegiatan yang dilakukan pada era digital saat ini tidak terlepas dari\r\npemanfaatan teknologi terkini. Teknologi memiliki peran yang begitu besar bagi\r\nkehidupan manusia. Dengan adanya teknologi, pekerjaan manusia dapat dibuat\r\ndengan lebih mudah dan efektif dalam berbagai aspek. Salah satunya dalam aspek\r\npendidikan. Pemanfaatan teknologi dibidang pendidikan khususnya dalam lingkup\r\nperkuliahan, umumnya hanya diimplementasikan melalui proses penyampaian\r\nmateri. Namun belum banyak ditemui pemanfaatan teknologi sebagai alat yang\r\nberguna untuk mempermudah proses presensi perkuliahan. Maka penulis\r\nmembuat rancangan pendeteksi jumlah populasi dengan menggunakan algoritma\r\nYOLOv5. Dimulai dengan pembuatan dataset, training model, pengujian model,\r\ndan membandingkan jumlah orang dengan algoritma tersebut. Gambar yang\r\ndiolah dengan YOLOv5 diambil menggunakan Esp32-cam yang terhubung\r\ndengan Bot telegram. Penelitian ini mengambil data gambar di kelas dan sekitar\r\ngedung perkuliahan menggunakan Esp32-cam yang terpasang pada suatu ruang\r\nkelas dan mengambil gambar dengan perintah Bot telegram. Berdasarkan hasil\r\npenelitian bahwa YOLOv5 dapat menghitung jumlah manusia pada suatu gambar\r\nsama dengan jumlah orang jika dihitung secara manual. Dan pada tugas akhir ini\r\nmendapatkan nilai rata-rata prediksi sebesar 80,63%. Dengan hasil prediksi\r\ntersebut, dapat dikatakan bahwa model layak dan baik untuk dijadikan model\r\ndeteksi.\r\nKata Kunci: Peresensi, Esp32-Cam, YOLOv5, Penghitung Manusia, Bot Telegram\r\n\r\nVarious activities carried out in the digital era today are inseparable from the\r\nutilization of the latest technology. Technology plays a huge role in human life.\r\nWith technology, human work can be made easier and more effective in various\r\naspects, including education. The use of technology in education, especially in the\r\nscope of lectures, generally is only implemented through the process of delivering\r\nmaterials. However, the utilization of technology as a useful tool to facilitate the\r\nlecture attendance process is not yet widely found. Therefore, the author created a\r\npopulation detector design using the YOLOv5 algorithm. This project started with\r\ncreating a dataset, training the model, testing the model, and comparing the\r\nnumber of people with the algorithm. The images processed with YOLOv5 were\r\ntaken using an Esp32-cam connected to a Telegram bot. This study collected\r\nimage data in the classroom and around the lecture building using Esp32-cam\r\ninstalled in a classroom and taking pictures with a Telegram bot command. Based\r\non the research results, YOLOv5 can count the number of people in an image\r\nsimilar to the number of people counted manually. In this final project, an\r\naverage prediction score of 80.63% was obtained. With this prediction result, it\r\ncan be said that the model is suitable and good to be used as a detection model.\r\nKeywords: Attendance,Esp32-Cam,YOLOv5,People Detection,Telegram Bot.\r\n"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://digilib.unila.ac.id/id/eprint/71297> <http://purl.org/dc/terms/date> "2023-04-11" .
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<http://digilib.unila.ac.id/id/document/2139880> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> .
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<http://digilib.unila.ac.id/id/document/2139880> <http://eprints.org/relation/isVersionOf> <http://digilib.unila.ac.id/id/document/2139872> .
<http://digilib.unila.ac.id/id/document/2139880> <http://eprints.org/relation/isVolatileVersionOf> <http://digilib.unila.ac.id/id/document/2139872> .
<http://digilib.unila.ac.id/id/document/2139880> <http://eprints.org/relation/islightboxThumbnailVersionOf> <http://digilib.unila.ac.id/id/document/2139872> .
<http://digilib.unila.ac.id/id/eprint/71297> <http://eprints.org/ontology/hasDocument> <http://digilib.unila.ac.id/id/document/2139881> .
<http://digilib.unila.ac.id/id/document/2139881> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> .
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<http://digilib.unila.ac.id/id/document/2139881> <http://eprints.org/relation/isVersionOf> <http://digilib.unila.ac.id/id/document/2139872> .
<http://digilib.unila.ac.id/id/document/2139881> <http://eprints.org/relation/isVolatileVersionOf> <http://digilib.unila.ac.id/id/document/2139872> .
<http://digilib.unila.ac.id/id/document/2139881> <http://eprints.org/relation/ispreviewThumbnailVersionOf> <http://digilib.unila.ac.id/id/document/2139872> .
<http://digilib.unila.ac.id/id/eprint/71297> <http://eprints.org/ontology/hasDocument> <http://digilib.unila.ac.id/id/document/2139882> .
<http://digilib.unila.ac.id/id/document/2139882> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> .
<http://digilib.unila.ac.id/id/document/2139882> <http://www.w3.org/2000/01/rdf-schema#label> "PENGHITUNG POPULASI MANUSIA DENGAN YOLOv5 SERTA\r\nPENGAMBILAN GAMBAR MENGGUNAKAN ESP32-CAM YANG\r\nTERHUBUNG BOT TELEGRAM\r\n (Other)"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://digilib.unila.ac.id/id/document/2139882> <http://eprints.org/relation/isVersionOf> <http://digilib.unila.ac.id/id/document/2139872> .
<http://digilib.unila.ac.id/id/document/2139882> <http://eprints.org/relation/isVolatileVersionOf> <http://digilib.unila.ac.id/id/document/2139872> .
<http://digilib.unila.ac.id/id/document/2139882> <http://eprints.org/relation/ismediumThumbnailVersionOf> <http://digilib.unila.ac.id/id/document/2139872> .
<http://digilib.unila.ac.id/id/eprint/71297> <http://eprints.org/ontology/hasDocument> <http://digilib.unila.ac.id/id/document/2139883> .
<http://digilib.unila.ac.id/id/document/2139883> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> .
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<http://digilib.unila.ac.id/id/document/2139883> <http://eprints.org/relation/isVersionOf> <http://digilib.unila.ac.id/id/document/2139872> .
<http://digilib.unila.ac.id/id/document/2139883> <http://eprints.org/relation/isVolatileVersionOf> <http://digilib.unila.ac.id/id/document/2139872> .
<http://digilib.unila.ac.id/id/document/2139883> <http://eprints.org/relation/issmallThumbnailVersionOf> <http://digilib.unila.ac.id/id/document/2139872> .
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<http://digilib.unila.ac.id/id/document/2139884> <http://eprints.org/relation/isVersionOf> <http://digilib.unila.ac.id/id/document/2139871> .
<http://digilib.unila.ac.id/id/document/2139884> <http://eprints.org/relation/isVolatileVersionOf> <http://digilib.unila.ac.id/id/document/2139871> .
<http://digilib.unila.ac.id/id/document/2139884> <http://eprints.org/relation/islightboxThumbnailVersionOf> <http://digilib.unila.ac.id/id/document/2139871> .
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<http://digilib.unila.ac.id/id/document/2139884> <http://purl.org/dc/terms/hasPart> <http://digilib.unila.ac.id/71297/15/lightbox.jpg> .
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<http://digilib.unila.ac.id/id/eprint/71297> <http://eprints.org/ontology/hasDocument> <http://digilib.unila.ac.id/id/document/2139885> .
<http://digilib.unila.ac.id/id/document/2139885> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> .
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<http://digilib.unila.ac.id/id/document/2139885> <http://eprints.org/relation/isVersionOf> <http://digilib.unila.ac.id/id/document/2139871> .
<http://digilib.unila.ac.id/id/document/2139885> <http://eprints.org/relation/isVolatileVersionOf> <http://digilib.unila.ac.id/id/document/2139871> .
<http://digilib.unila.ac.id/id/document/2139885> <http://eprints.org/relation/ispreviewThumbnailVersionOf> <http://digilib.unila.ac.id/id/document/2139871> .
<http://digilib.unila.ac.id/id/document/2139885> <http://eprints.org/ontology/hasFile> <http://digilib.unila.ac.id/71297/16/preview.jpg> .
<http://digilib.unila.ac.id/id/document/2139885> <http://purl.org/dc/terms/hasPart> <http://digilib.unila.ac.id/71297/16/preview.jpg> .
<http://digilib.unila.ac.id/71297/16/preview.jpg> <http://www.w3.org/2000/01/rdf-schema#label> "preview.jpg"^^<http://www.w3.org/2001/XMLSchema#string> .
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<http://digilib.unila.ac.id/id/document/2139886> <http://eprints.org/relation/isVersionOf> <http://digilib.unila.ac.id/id/document/2139871> .
<http://digilib.unila.ac.id/id/document/2139886> <http://eprints.org/relation/isVolatileVersionOf> <http://digilib.unila.ac.id/id/document/2139871> .
<http://digilib.unila.ac.id/id/document/2139886> <http://eprints.org/relation/ismediumThumbnailVersionOf> <http://digilib.unila.ac.id/id/document/2139871> .
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<http://digilib.unila.ac.id/id/document/2139886> <http://purl.org/dc/terms/hasPart> <http://digilib.unila.ac.id/71297/17/medium.jpg> .
<http://digilib.unila.ac.id/71297/17/medium.jpg> <http://www.w3.org/2000/01/rdf-schema#label> "medium.jpg"^^<http://www.w3.org/2001/XMLSchema#string> .
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<http://digilib.unila.ac.id/id/document/2139887> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> .
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<http://digilib.unila.ac.id/id/document/2139887> <http://eprints.org/relation/isVersionOf> <http://digilib.unila.ac.id/id/document/2139871> .
<http://digilib.unila.ac.id/id/document/2139887> <http://eprints.org/relation/isVolatileVersionOf> <http://digilib.unila.ac.id/id/document/2139871> .
<http://digilib.unila.ac.id/id/document/2139887> <http://eprints.org/relation/issmallThumbnailVersionOf> <http://digilib.unila.ac.id/id/document/2139871> .
<http://digilib.unila.ac.id/id/document/2139887> <http://eprints.org/ontology/hasFile> <http://digilib.unila.ac.id/71297/18/small.jpg> .
<http://digilib.unila.ac.id/id/document/2139887> <http://purl.org/dc/terms/hasPart> <http://digilib.unila.ac.id/71297/18/small.jpg> .
<http://digilib.unila.ac.id/71297/18/small.jpg> <http://www.w3.org/2000/01/rdf-schema#label> "small.jpg"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://digilib.unila.ac.id/id/eprint/71297> <http://www.w3.org/2000/01/rdf-schema#seeAlso> <http://digilib.unila.ac.id/71297/> .
<http://digilib.unila.ac.id/71297/> <http://purl.org/dc/elements/1.1/title> "HTML Summary of #71297 \n\nPENGHITUNG POPULASI MANUSIA DENGAN YOLOv5 SERTA&#13;\nPENGAMBILAN GAMBAR MENGGUNAKAN ESP32-CAM YANG&#13;\nTERHUBUNG BOT TELEGRAM&#13;\n\n\n" .
<http://digilib.unila.ac.id/71297/> <http://purl.org/dc/elements/1.1/format> "text/html" .
<http://digilib.unila.ac.id/71297/> <http://xmlns.com/foaf/0.1/primaryTopic> <http://digilib.unila.ac.id/id/eprint/71297> .
<http://digilib.unila.ac.id/id/subject/600> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.w3.org/2004/02/skos/core#Concept> .
<http://digilib.unila.ac.id/id/subject/600> <http://www.w3.org/2004/02/skos/core#prefLabel> "600 Teknologi (ilmu terapan)" .
<http://digilib.unila.ac.id/id/eprint/71297> <http://purl.org/dc/terms/subject> <http://digilib.unila.ac.id/id/subject/600> .