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Penerapan Metode Yolov5 dan Teknologi Text-To-Speech dalam Aplikasi Pengenalan Abjad dan Objek Sekitar untuk Anak Usia Dini Putri, Atika Rahmi; Dewi, Ratna; Ramiati, Ramiati
Elektron : Jurnal Ilmiah Volume 15 Nomor 2 Tahun 2023
Publisher : Teknik Elektro Politeknik Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30630/eji.0.0.423

Abstract

Technological developments have provided significant benefits for various levels of society, including young children. There are several internal and external factors that can hinder children from remembering the alphabet and objects around them. To overcome these challenges, an innovative and interesting approach is needed to increase children's interest and involvement in learning to recognize alphabets and objects. Research has been carried out to develop an interactive learning media aimed at early childhood using an artificial intelligence approach. The You Only Look Once (YOLO) algorithm will be used to detect letters and surrounding objects in real-time, while Text-to-Speech (TTS) technology is used to convert text into sound. The dataset consists of 2511 images with 36 classes, including alphabets, fruits, animals, and stationery. In this research, the YOLOv5s method obtained a significant level of accuracy, reaching 85% so it could work well in detecting objects.
Analisa dan Optimasi Pengaruh Physical Tunning Terhadap Handover Failure Pada Jaringan 4G LTE Di Kecamatan Kuranji Aulia, Siska; Angela, Tri Utari; Maria, Popy; Dewi, Ratna; Ramiati, Ramiati
Elektron : Jurnal Ilmiah Volume 16 Nomor 1 Tahun 2024
Publisher : Teknik Elektro Politeknik Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30630/eji.0.0.439

Abstract

Data collection has been carried out using the drivetest method to determine the quality and problems of the 4G LTE network in Kuranji District, Padang City. The aim of the research is to determine the existence of handover failure and optimize handover failure on the 4G LTE network using the physical tuning method in Kuranji District. The research method is physical tuning for network optimization planning using Atoll software. The research results obtained 2 points of handover failure; at point 1 handover failure latitude -0.9133879 and longitude 100.4189513 served by site Kuranji 3 cell id 326 sec 3 optimization of antenna tilting from 2º to 6.5º, site Kuranji cell id 55 sec 2 optimization of re-azimuth from 140º to 100º , antenna tilting from 2º to 3.5º, antenna height from 23m to 31m. At point 2 handover failure latitude -0.8906544 and longitude 100.4185787, the site serving the Belimbing cell ID 131 sector 3 overshoot occurs, the antenna is tilted from 2º to 8º and the site serving the handover failure area occurs, the Belimbing site cell ID 130 sec 2 tilts the antenna. from 2º to 8. Optimization of physical tuning is able to cover handover failure areas and increase the total performance quality value of RSRP signal strength coverage from 33.46% to 33.74%, SINR from 81.7% to 81.57%, and Throughput optimization results remain the same at 100%.
Deteksi Jamur Beracun dan Tidak Beracun Menggunakan CNN dan YOLO Fajria, Nurul; Lifwarda, Lifwarda; Ramiati, Ramiati; Yulindon, Yulindon
Elektron : Jurnal Ilmiah Volume 16 Nomor 1 Tahun 2024
Publisher : Teknik Elektro Politeknik Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30630/eji.0.0.453

Abstract

In Indonesia, which has a tropical climate there is a lot of wood which is very suitable for mushroom growth. However, some of these mushrooms are poisonous and should be avoided. By examining the morphological characteristics of the mushroom, such as the shape of the mushroom cap, color, smell, and other characteristics it is possible to identify between poisonous and non-poisonous mushrooms. However, some poisonous mushrooms have the same morphological characteristics as non-poisonous mushrooms, making it difficult for us to differentiate them when seen with the naked eye. As a solution to this problem, machine learning is needed to identify which mushrooms are poisonous and which are not. As in this research, Convolutional Neural Network (CNN) and You Only Look Once (YOLO) were used as methods for identification. The stages in this research include collecting datasets, modeling and training data, and the final process, namely deployment. CNN Method got an accuracy value of 55% and succeeded in identifying 5 correct and 5 incorrect images from the 10 images given. Meanwhile, using YOLOv5, we got a high accuracy value of 91% and succeeded in identifying 9 correct and 1 incorrect image out of the 10 images provided. From a comparison of the 2 methods, it was found that detecting poisonous and non-toxic mushrooms was better using the YOLO method than the CNN method
Pengaruh Faktor Lokasi Dan Cita Rasa Terhadap Keputusan Berkunjung Pada Caffe Puja Sera Syarifudin, Syarifudin; Sabri, Sabri; Ramiati, Ramiati; Hamdan, Hamdan
Jurnal Ilmiah Ilmu Manajemen Vol 5 No 1 (2023): Januari : Jurnal Ilmiah Ilmu Manajemen
Publisher : Universitas Gajah Putih

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55542/juiim.v5i1.533

Abstract

Penelitian ini bertujuan untuk mengukur pengaruh variabel lokasi dan cita rasa terhadap keputusan berkunjung ke caffe Pujasera. Adapun identifikasi masalah dalam penelitian ini adalah 1.) Apakah lokasi berpengaruh secara parsial terhadap keputusan berkunjung ke caffe Puja Sera, Apakah Cita rasa berpengaruh secara parsial terhadap keputusan berkunjung ke caffe Puja Sera serta untuk mengukur apakah lokasi dan cita rasa berpengaruh secara simultan terhadap keputusan berkunjung ke caffe Pujasera. Peneliitian ini menggunakan teknik accidental sampling sebanyak 40 orang sampel dan pengumpulan data menggunakan kuisioner. Setelah data diolah dengan menggunakan SPSS versi 20 maka diperoleh persamaan persamaan regresi adalah Y = 1,036 + 0,224X1 + 0,390X2 dimana koefisen β1 (lokasi) dan β2 (cita rasa) bernilai positif. Berdasarkan uji signifikansi parsial (Uji t) variabel lokasi terhadap kepututusan berkunjung diperoleh nilai t hitung 1,016 < t tabel (1,687) dengan nilai signifikansi 0,016 > α = 0,05) maka secara parsial lokasi tidak berpengaruh signifikan terhadap keputusan berkunjung. Kemudian uji signifikansi parsial (Uji t) variabel cita rasa terhadap keputusan berkunjung diperoleh nilai t hitung ( 2,534 > t tabel 1,687) dengan taraf signifikansi 0,000 < α = 0,05) yang artinya secara parsial cita rasa berpengaruh signifikan terhadap keputusan berkunjung.Selanjutnya pengujian pengaruh simultansi (Uji F) terhadap variabel lokasi dan cita rasa terhadap keputusan berkunjung nilai Fhitung = 6,961 >F tabel 3,252 dengan taraf signifikan 0,000 (Signifikansi < 0,05 ) dengan demikian secara simultan lokasi dan cita rasa berpengaruh signifikan terhadap keputusan berkunjung. Apabila dilihat dari nilai koefisien korelasi (R) diperoleh nilai = 0,523 atau 52,3% yang artinya variabel lokasi dan variabel cita rasa memiliki hubungan sebesar 52,3% dengan variabel keputusan berkunjung. Selanjutnya koefisien determinasi (????2) sebesar = 0,273 dapat menjelaskan keputusan berkunjung dipengaruhi oleh lokasi dan cita rasa 27,3% selebihnya 72,7 % di jelaskan oleh variabel independen lain yang tidak diteliti pada penelitian ini.
Pengaruh Beban Kerja Dan Lingkungan Kerja Terhadap Kinerja Pegawai Bank Bsi Kantor Cabang Takengon Kabupaten Aceh Engah Ramiati, Ramiati
Biram Samtani Sains Vol 8 No 1 (2024): Maret : Biram Samtani Sains
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) UGP

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55542/jbss.v8i1.997

Abstract

Skripsi ini merupakan laporan hasil penelitian tentang “ Pengaruh beban kerja dan lingkungan kerja terhadap kinerja pegawai Bank BSI Kantor Cabang Takengon Kabupaten Aceh Tengah” Tujuan pada penelitian ini adalah untuk mengetahui apakah beban kerja dan lingkungan kerja berpengaruh secara simultan terhadap kinerja pegawai Bank BSI Kantor Cabang Takengon Kabupaten Aceh Tengah. Penelitian ini dilakukan pada Bank BSI Kantor Cabang Takengon Kabupaten Aceh Tengah, populasi dan sampel sebanyak 34 pegawai. Metode pengumpulan data dengan menyebar angket (kuisioner) dan analisa data adalah dengan menggunakan persamaan Regresi Linier Berganda dengan bantuan program SPSS. Hasil penelitian ini menurut persamaan Regresi Y= 1.445 + 0.427X1 + 0.526X2 dilihat secara parsial dengan uji T bahwa beban kerja berpengaruh signifikan terhadap kinerja pegawai Bank BSI Kantor Cabang Takengon dengan nilai t hitung sebesar 3.530,> 2.037 sedangkan variabel Lingkungan Kerja berpengaruh signifikan terhadap Kinerja Pegawai Bank BSI Kantor Cabang Takengon Kabupaten Aceh Tengah dengan nilai t hitung 4.303, > 2.037 selanjutnya dalam uji pengaruh secara simultan dengan uji F menunjukkan bahwa Beban Kerja dan Lingkungan Kerja berpengaruh signifikan terhadap Kinerja Pegawai dengan nilai f hitung sebesar 15.219 > 3.305 Dan secara koefisien determinan menunjukkan bahwa variasi perubahan variabel Kinerja pegawai dipengaruhi oleh perubahan variabel bebas Beban Kerja dan Lingkungan Kerja sebesar 0,495 . Menunjukkan bahwa dua variabel independen mempengaruhi kinerja pegawai. Adapun sisanya sebesar 0,505 dipengaruhi variabel-variabel lain diluar penelitian ini. dari hasil penelitian tersebut diharapkan dapat bermanfaat kepada semua pihak terutama dalam meningkatkan Kinerja pegawai
Sosialisasi Bahaya Pernikahan Dini Dalam Upaya Penurunan Angka Stunting Di Desa Arul Relem Kecamatan Bies Kabupaten Aceh Tengah Ramiati, Ramiati; Jaliansya, Agung; Alkahfi, Agung; Shahira, Destiamelia; Melala, Devi Maharani; Gustina, Era Maharani; Gustina, Julia; Jemiah, Jemiah; Azri, Maulana; Mauliyana, Mauliyana; Rahmatillah, Rahmatillah; Itawari, Risna; Mutuahmi, Sulis; Ningsih, Tri Adha; Usvani, Usvani; Yuliana, Yuliana
Jurnal Pengabdian Pada Masyarakat Indonesia Vol 2 No 6 (2023): Desember : Jurnal Pengabdian Pada Masyarakat Indonesia
Publisher : Universitas Gajah Putih, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55542/jppmi.v2i6.964

Abstract

Stunting is a condition where a person's height is less than normal according to gender and age. This is due to the pattern of intake given to children starting from the first 1000 days of a child's life from birth so that children are shorter compared to children their age. Several factors that can influence stunting include infectious diseases, exclusive breastfeeding, early initiation of breastfeeding. At the time of early marriage, teenage women are psychologically not ready to become mothers. The lack of understanding of what stunting is and the dangers of stunting is what causes early marriage. This research aims to find out whether teenagers in Arul Relem Village, Bies District, Central Aceh Regency already know about the impact of early marriage on the risk of stunting in children. The research method used was a questionnaire with a pre-test and post-test and the data obtained could then be processed by calculating the average number of respondents who understood the material about early marriage and stunting before and after the socialization. The research results obtained after conducting outreach regarding the dangers of early marriage and stunting were 98%, which previously only reached 60%. From the average results of this calculation, it is very significant before the socialization is carried out and after the socialization is carried out.
Banner-Making Training Using Microsoft Word and PowerPoint: Pelatihan Pembuatan Spanduk Menggunakan Microsoft Word dan PowerPoint Amna, Amna Amna; AB, Subhan; Sabri, Sabri; Ramiati, Ramiati; Nikmah, Askura; Fatma, Mawarni; bin AS, Amru
CONSEN: Indonesian Journal of Community Services and Engagement Vol. 4 No. 2 (2024): Consen: Indonesian Journal of Community Services and Engagement
Publisher : Institut Riset dan Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57152/consen.v4i2.1549

Abstract

Pelatihan pembuatan spanduk menggunakan Microsoft Word dan Microsoft PowerPoint telah dilaksanakan di Desa Bukit Ewih Tamidelem, Kabupaten Aceh Tengah, Provinsi Aceh. Kegiatan ini bertujuan untuk meningkatkan keterampilan dan kapasitas sumber daya manusia di desa tersebut, berfokus pada perangkat desa dan pelaku bisnis lokal. Metode pelaksanaan terdiri dari tiga tahap yaitu persiapan, pelaksanaan, dan evaluasi. Hasil evaluasi menunjukkan peningkatan dalam pemahaman peserta dalam pembuatan spanduk sesuai dengan hasil post-test yang lebih tinggi dibandingkan dengan pre-test. Selain itu, kebanyakan peserta merasa puas dengan pelatihan yang diberikan. Pelatihan ini berhasil meningkatkan keterampilan teknis peserta dan memberikan potensi kontribusi yang positif terhadap pengembangan desa.
Embedded Smart Farming System for Soil and Hydroponic Planting Media Based on The Internet of Things Rifka, Silfia; Ramiati, Ramiati; Dewi, Ratna; Khair, Ummul; Setiawan, Herry
Sinkron : jurnal dan penelitian teknik informatika Vol. 9 No. 1 (2025): Research Article, January 2025
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/sinkron.v9i1.14255

Abstract

Smart agricultural technology by applying the internet of things (IoT) purposes to make farmers' work more efficient due to the automation system and assist farmers in monitoring the condition of their agricultural land. The focus of discussion in this research is the application of smart agriculture system technology that uses the concept of embedded systems for soil and hydroponic planting media. This system applies an automation system for water irrigation and fertilizer irrigation using four tanks, namely a water source, a water irrigation tank, a fertilizer tank, and a water circulation system in hydroponics. The system is also equipped with weather monitoring based on temperature, rainfall, and light intensity. Other parameters contained in this system are soil pH, water pH, TDS, fertilizer availability, and irrigation pump status. The monitoring system based on the Android application displays all parameters and the status of the devices used.
Pelatihan Pembuatan Aplikasi Android untuk Smart System bagi Siswa SMK Semen Padang Vitria, Rikki; Khair, Ummul; Ramiati, Ramiati; Nita, Sri; Setiawan, Herry
Dedikasi Sains dan Teknologi (DST) Vol. 4 No. 2 (2024): Artikel Riset Nopember 2024
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/dst.v4i2.4842

Abstract

SMK Semen Padang adalah sekolah di bawah yayasan PT. Semen Padang dan merupakan sekolah kejuruan yang menghasilkan anak didik yang sesuai dengan standar industri. Kurikulum SMK Semen Padang sudah menyesuaikan dengan kebutuhan industri. Siswa-siswi SMK Semen Padang sudah ditahap mengetahui pengaplikasian IoT (Internet of Thing). Namun tingkat pengetahuan dan pemahaman tentang pembuatan aplikasi android untuk smart system belum pernah dicoba dan belum ada diberikan dalam kurikulum di sekolah. Hal ini menjadi permasalahan bagi mitra karena SMK Semen Padang mempunyai keinginan untuk dapat terlibat dalam kegiatan tahun nasional tingkat SMK, yaitu Lomba Krestifitas Mahasiswa. Penjelasan ini merupakan permasalahan utama yang ingin diselesaikan oleh pihak sekolah. Kegiatan pengabdian ini bertujuan untuk memberikan dampak pada pengembangan mata pelajaran bidang TIK khususnya pada materi aplikasi teknologi android dan mendukung siswa untuk memiliki kreatifitas dan inovasi-inovasi sehingga nantinya dapat mengambil peran ikut dalam ajang nasional. Metode yang dipakai pada kegiatan ini yaitu diskusi, ceramah, bimbingan dan pelatihan. Tahap pertama tim PkM memberikan diskusi dan ceramah mengenai aplikasi android pada smart system, selanjutnya tim melakukan bimbingan dan pelatihan pembuatan aplikasi android yaitu Wokwi, ThingSpeak, dan MIT App Inventor. Kegiatan PkM yang sudah dilakukan adalah ceramah materi, bimbingan teknis, pelatihan aplikasi Andorid, implementasi sistem pada smartphone serta penyerahan produk pada pihak mitra. Berdasarkan hasil kuisioner kegiatan PkM pada SMK Semen Padang berjalan dan sesuai dengan target yang di inginkan.
Smart Light Electricity Automation and Monitoring System Based on the Internet of Things (IOT) on Campus Environment Prototype Geraldine, Jihan; Ramiati, Ramiati; Dewi, Ratna
Brilliance: Research of Artificial Intelligence Vol. 4 No. 2 (2024): Brilliance: Research of Artificial Intelligence, Article Research November 2024
Publisher : Yayasan Cita Cendekiawan Al Khwarizmi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/brilliance.v4i2.5082

Abstract

Efficient management of electrical energy is very important in the campus environment to support energy savings. This research aims to design and implement an Internet of Things (IoT)-based Smart Light system that automates light control and monitors electricity consumption in real-time. The system uses an ESP32 microcontroller integrated with PIR sensor and LDR sensor modules for automatic control, as well as ACS712 current and ZMPT101B voltage sensors to monitor electrical power. The collected data is processed in the microcontroller to calculate the electric power and cost, then displayed through a PHP and MySQL-based web dashboard that can be accessed in real-time. Tests were conducted on the campus prototype, showing an average error of 2.78% for current and 0.086% for voltage on indoor devices, and 2.86% for current and 0.343% for voltage on outdoor devices. The system is proven to be able to control lights automatically based on user presence and lighting conditions. Test results show that the system provides accurate monitoring of electricity consumption while improving operational efficiency. For example, the indoor device has higher accuracy in monitoring consumption data than the outdoor device, even though both devices show optimal performance. This system is expected to support electrical energy savings, improve energy use efficiency, and become an innovative solution in IoT-based energy management on campus.