[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"ssr-repo-browse-{\"subject\":\"deep-learning\",\"page\":1}":3,"menu-footer-id":160,"menu-main-id":222},{"rows":4,"meta":151},[5,16,23,30,37,46,53,60,67,74,81,88,95,102,109,116,123,130,137,144],{"id":6,"source":7,"branch":8,"branch_name":8,"title":9,"authors":10,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":14,"availability":8,"url":15},"repo-dspace000006445","repo",null,"Klasifikasi Tingkat Prioritas Bug pada Perangkat Lunak Open Source Menggunakan Model LSTM",[11],"Winda Umi Fatimatus Sa’diyah",2025,"Skripsi (D4)","Pengelolaan kualitas perangkat lunak menghadapi tantangan signifikan dalam identifikasi penanganan bug, dimana penetapan prioritas bug yang dilakukan secara manual bersifat tidak efisien dan meningkatkan beban kerja pengembang. Penelitian ini berfokus pada upaya identifikasi serta klasifikasi…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000006445&year=2025&title=klasifikasi-tingkat-prioritas-bug-pada-perangkat-lunak-open-source-menggunakan-model-lstm",{"id":17,"source":7,"branch":8,"branch_name":8,"title":18,"authors":19,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":21,"availability":8,"url":22},"repo-dspace000006374","Klasifikasi Gambar dan Tanggal Publikasi Berita Sebagai Pendukung Pendeteksian Berita Palsu",[20],"Farah Diva Nabila","Kemajuan teknologi telah mendorong penyebaran berita palsu (hoax) secara masif, terutama melalui media sosial. Penelitian ini mengembangkan pendekatan pendukung dalam mendeteksi berita palsu dengan memanfaatkan kemiripan gambar dan informasi tanggal publikasi. Proses dimulai dengan pengumpulan…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000006374&year=2025&title=klasifikasi-gambar-dan-tanggal-publikasi-berita-sebagai-pendukung-pendeteksian-berita-palsu",{"id":24,"source":7,"branch":8,"branch_name":8,"title":25,"authors":26,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":28,"availability":8,"url":29},"repo-dspace000006312","Pengenalan dan Klasifikasi Motif Batik Malang dengan Menggunakan Deep Learning",[27],"Rendy Septian Pradana","Indonesia memiliki kekayaan budaya batik yang beragam pada setiap daerahnya. Mengingat banyaknya pola motif batik yang tersebar di Indonesia sebagai salah satu upaya pelestarian, masyarakat Indonesia haruslah memahami pola batik pada masing-masing daerah sebagai upaya konkret untuk pelestarian…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000006312&year=2025&title=pengenalan-dan-klasifikasi-motif-batik-malang-dengan-menggunakan-deep-learning",{"id":31,"source":7,"branch":8,"branch_name":8,"title":32,"authors":33,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":35,"availability":8,"url":36},"repo-dspace000006287","Analisis Perbandingan Model Efficientnet dan Mobilenetv3 untuk Klasifikasi Citra Fundus dalam Deteksi Penyakit Mata Berbasis Flutter",[34],"Tiffany Azhar Izzuddin","Penyakit mata seperti retinopati diabetik, glaukoma, dan katarak merupakan penyebab utama kebutaan yang sebenarnya dapat dicegah. Kenyataannya, sistem pemeriksaan mata konvensional masih terbatas untuk ke dokter spesialis. Sehingga banyak kasus tidak terdeteksi pada tahap awal. Untuk membantu…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000006287&year=2025&title=analisis-perbandingan-model-efficientnet-dan-mobilenetv3-untuk-klasifikasi-citra-fundus-dalam-deteksi-penyakit-mata-berbasis-flutter",{"id":38,"source":7,"branch":8,"branch_name":8,"title":39,"authors":40,"publisher":8,"year":12,"type":43,"call_number":8,"isbn":8,"cover":8,"abstract":44,"availability":8,"url":45},"repo-dspace000006225","Rancang Bangun Sistem Monitoring Kualitas Tempe Kedelai Berbasis Raspberry Pi",[41,42],"Nabila Izzatul Muslimah","Nadia Yumni Izati","Tugas Akhir (D3)","Penelitian ini merancang dan membangun sistem monitoring kualitas tempe kedelai berbasis Raspberry Pi yang mampu memantau parameter lingkungan dan mengklasifikasikan kualitas produk secara otomatis. Sistem terdiri dari dua modul mandiri: ESP32 dengan sensor DHT22 untuk membaca suhu dan kelembapan…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000006225&year=2025&title=rancang-bangun-sistem-monitoring-kualitas-tempe-kedelai-berbasis-raspberry-pi",{"id":47,"source":7,"branch":8,"branch_name":8,"title":48,"authors":49,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":51,"availability":8,"url":52},"repo-dspace000006091","Implementasi Deep Learning Metode Faster R-CNN untuk Pengenalan Musuh dan Kawan Berdasarkan Baju Loreng TNI guna membantu Pengamanan Pos Jaga Militer",[50],"Vita Diah Anggraini","Isu separatisme Papua masih akan menjadi bahan pertimbangan dalam menentukan berbagai kebijakan oleh Pemerintah Indonesia. 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Namun, keterbatasan infrastruktur dan perlengkapan di pos jaga mengurangi efektivitas pengamanan. Penelitian ini bertujuan untuk…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000006090&year=2025&title=implementasi-deep-learning-dalam-penembakan-otomatis-objek-musuh-guna-membantu-pengamanan-pos-jaga-militer",{"id":61,"source":7,"branch":8,"branch_name":8,"title":62,"authors":63,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":65,"availability":8,"url":66},"repo-dspace000006082","Rancang Bangun Sistem Deteksi Objek sebagai Alat Bantu Tunanetra Berbasis YOLOv10 dengan Dual Camera",[64],"Amalia Nabila","Keterbatasan penglihatan yang dialami oleh penyandang tunanetra seringkali menjadi hambatan signifikan dalam aktivitas sehari-hari, menimbulkan potensi bahaya, terutama saat berinteraksi dengan lingkungan yang dinamis seperti jalan raya dan di dalam ruangan. 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Pendekatan manual counting saat ini memerlukan sumber daya manusia yang besar dan tidak memiliki kemampuan analitik…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002708&year=2025&title=sistem-monitoring-traffic-billboard-secara-real-time-menggunakan-metode-vehicle-counter-berbasis-deep-learning",{"id":82,"source":7,"branch":8,"branch_name":8,"title":83,"authors":84,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":86,"availability":8,"url":87},"repo-dspace000002707","Media Pembelajaran Bahasa Isyarat untuk Anak Penyandang Tunarungu Berbasis Mobile dengan Memanfaatkan Teknologi Deep learning",[85],"Farhan Ramazain","Anak dengan gangguan pendengaran (tunarungu) mengalami hambatan dalam perkembangan kemampuan berbahasa yang berdampak pada kesulitan komunikasi. Sistem Isyarat Bahasa Indonesia (SIBI) merupakan alat komunikasi yang telah diimplementasikan dalam sistem pendidikan di Indonesia. Namun, implementasi…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002707&year=2025&title=media-pembelajaran-bahasa-isyarat-untuk-anak-penyandang-tunarungu-berbasis-mobile-dengan-memanfaatkan-teknologi-deep-learning",{"id":89,"source":7,"branch":8,"branch_name":8,"title":90,"authors":91,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":93,"availability":8,"url":94},"repo-dspace000002691","Sistem Deteksi Karies Gigi pada Citra Periapikal Berbasis Deep Learning dengan Augmentasi Geometrik untuk Peningkatan Akurasi",[92],"Gabriel Dimas Wicaksono","Karies gigi merupakan salah satu penyakit umum yang menyerang jaringan keras gigi dan berdampak pada kualitas hidup. Deteksi karies secara konvensional menggunakan visual, palpasi, atau radiografi cenderung subjektif dan bergantung pada pengalaman klinisi. Penelitian ini mengusulkan sistem deteksi…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002691&year=2025&title=sistem-deteksi-karies-gigi-pada-citra-periapikal-berbasis-deep-learning-dengan-augmentasi-geometrik-untuk-peningkatan-akurasi",{"id":96,"source":7,"branch":8,"branch_name":8,"title":97,"authors":98,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":100,"availability":8,"url":101},"repo-dspace000002642","Deteksi Penyakit Kulit Skabies Menggunakan ConvNeXt",[99],"Mochammad Zaky Zamroni","Skabies adalah penyakit kulit menular yang disebabkan oleh tungau Sarcoptes scabiei var. hominis dan masih menjadi masalah kesehatan di berbagai wilayah. Diagnosis skabies secara klinis sering kali mengalami kendala karena gejalanya menyerupai penyakit kulit lainnya. Untuk mengatasi hal tersebut…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002642&year=2025&title=deteksi-penyakit-kulit-skabies-menggunakan-convnext",{"id":103,"source":7,"branch":8,"branch_name":8,"title":104,"authors":105,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":107,"availability":8,"url":108},"repo-dspace000002638","Automatic Summarization of Student Assignment Documents to Support Lecturer Assessment Using IndoBERT and K-Means Clustering",[106],"Evan Fadhilah Dzulfikar","Assessing student assignments is a crucial process in higher education, yet it often consumes considerable time, especially when dealing with long and complex documents. This study proposes an automatic summarization system for Indonesian-language student assignments to assist lecturers in the…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002638&year=2025&title=automatic-summarization-of-student-assignment-documents-to-support-lecturer-assessment-using-indobert-and-k-means-clustering",{"id":110,"source":7,"branch":8,"branch_name":8,"title":111,"authors":112,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":114,"availability":8,"url":115},"repo-dspace000002634","Design and Development of a Personal Protective Equipment (PPE) Detection Application for Construction Workers Using The YOLO Algorithm",[113],"Satria Pangestu Adilamsyah","Occupational Health and Safety (OHS) is an essential aspect of the construction sector. However, low compliance among workers in wearing Personal Protective Equipment (PPE) remains a major cause of workplace accidents. This study aims to design a real-time PPE detection system using the You Only…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002634&year=2025&title=design-and-development-of-a-personal-protective-equipment-ppe-detection-application-for-construction-workers-using-the-yolo-algorithm",{"id":117,"source":7,"branch":8,"branch_name":8,"title":118,"authors":119,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":121,"availability":8,"url":122},"repo-dspace000002630","Implementation of Deep Learning for Pothole Detection With Smartphones",[120],"Faricha Aulia","Road potholes pose serious safety risks, contribute to vehicle damage, and increase maintenance costs for road infrastructure. This research develops a smartphone-based pothole detection system using deep learning with the YOLOv8 model, implemented in TensorFlow Lite to enable real-time, on-device…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002630&year=2025&title=implementation-of-deep-learning-for-pothole-detection-with-smartphones",{"id":124,"source":7,"branch":8,"branch_name":8,"title":125,"authors":126,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":128,"availability":8,"url":129},"repo-dspace000002629","Gait Recognition from Surveillance Footage Using Deep Learning",[127],"Khafillah Akbar Syahputra","Gait recognition is a biometric method that identifies individuals based on their unique walking patterns. This study aims to develop a gait recognition system from surveillance scenarios using public gait datasets. using a deep learning approach based on Long Short-Term Memory (LSTM) networks. Two…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002629&year=2025&title=gait-recognition-from-surveillance-footage-using-deep-learning",{"id":131,"source":7,"branch":8,"branch_name":8,"title":132,"authors":133,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":135,"availability":8,"url":136},"repo-dspace000002627","Implementation Contactless Palmprint Recognition System",[134],"Zerlina Putri Wollwage","Palmprint recognition is a promising biometric approach for personal identification due to its unique and stable features. This study presents a deep learning-based palmprint recognition system utilizing the ResNet50 convolutional neural network. A comparative analysis was conducted between two…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002627&year=2025&title=implementation-contactless-palmprint-recognition-system",{"id":138,"source":7,"branch":8,"branch_name":8,"title":139,"authors":140,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":142,"availability":8,"url":143},"repo-dspace000002625","Integrasi Content-Based Filtering dan Deep Learning untuk Rekomendasi Motif Pada Galeri Batik Digital",[141],"Muhammad Ega Rama Fernanda","Industri batik Malang menghadapi permasalahan dalam mendokumentasikan motif batik yang telah diproduksi, terutama setelah produk terjual. Ketidakteraturan dalam pencatatan motif dapat menyebabkan hilangnya dokumentasi desain yang berharga dan menyulitkan proses pelacakan motif di masa mendatang…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002625&year=2025&title=integrasi-content-based-filtering-dan-deep-learning-untuk-rekomendasi-motif-pada-galeri-batik-digital",{"id":145,"source":7,"branch":8,"branch_name":8,"title":146,"authors":147,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":149,"availability":8,"url":150},"repo-dspace000002605","Deteksi Otomatis Keaslian Batik Tulis Malang Menggunakan Teknologi Pengolahan Citra Digital Berbasis Deep Learning",[148],"Rizaldy Ali Machfuddin","Batik tulis Malang merupakan warisan budaya Indonesia yang memiliki nilai seni tinggi dan proses pembuatan yang rumit menggunakan teknik manual dengan canting dan lilin malam. Perkembangan teknologi produksi batik non-tulis seperti batik cap dan printing menimbulkan tantangan dalam mengidentifikasi…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002605&year=2025&title=deteksi-otomatis-keaslian-batik-tulis-malang-menggunakan-teknologi-pengolahan-citra-digital-berbasis-deep-learning",{"page":152,"per_page":153,"total":154,"last_page":155,"filter":156,"label":159},1,20,36,2,{"subject":157},{"slug":158,"name":159},"deep-learning","Deep Learning",[161,184,201],[162,168,172,176,180],{"id":163,"parent":164,"target":165,"content":166,"title":166,"url":167},2500,"0","","Polinema 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