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Deteksi Tingkat Kematangan Fermentasi Singkong (Tape Singkong) Menggunakan Convolutional Neural Network (CNN) Abdi Subayu; Supatman
Journal Of Information System And Artificial Intelligence Vol. 2 No. 2 (2022): Journal of Information System and Artificial Intelligence Vol II, No II Mei 202
Publisher : Universitas Mercu Buana Yogyakarta

Tapay is a food in which the manufacturing process involves yeast. Unlike others, tapay requires fermentation using yeast containing the Kapang Amylomyces Rousi, Mucor sp, Rhizopus sp, Khamir Saccharomycopsis fibuligera, Candida Utilis, Pichia burtonii, Saccharomyces Cerevisiae, Saccharomycopsis Malanga, and the bacteria Pediococcus sp and Bacillus sp. Cassava tapay (Manihot Utilissima) is food containing these elements. Problems arise when the common public has no idea about the ripeness of cassava fermentation. Therefore, an artificial neural system is developed to detect the ripeness of cassava fermentation using the Convolutional Neural Network (CNN) method. The CNN method is one of the Deep Learning methods that can carry out an independent learning process for object recognition that is extracted and classified, then can be applied to high-resolution images with a nonparametric distribution model. The study results by making 45 training data reached 96.88%, and using 30 cassava tapay test data reached 90%. These results aim to reduce community error, especially for consumers, in determining the ripeness of cassava tapay.

Multi-Scale Convolutional Networks untuk Pengenalan Rambu Lalu Lintas di Indonesia Mutaqin Akbar; Agus Sidiq Purnomo; Supatman Supatman
Jurnal Sisfokom (Sistem Informasi dan Komputer) Vol 11, No 3 (2022): NOVEMBER
Publisher : ISB Atma Luhur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32736/sisfokom.v11i3.1452

Teknologi pengenalan rambu lalu lintas yang sering disebut dengan traffic sign recognition (TSR), digunakan untuk mengenali rambu lalu lintas melalui pemanfaatan pengolahan citra. TSR sendiri dapat diaplikasikan pada sistem pembantu pengemudi, sistem pembantu pengemudi tingkat lanjut, sistem mengemudi otonom, keamanan jalan raya, pemahaman suasana perkotaan, dan pemantauan rambu untuk kepentingan perawatan. Perbaruan dari pengenalan rambu lalu lintas di Indonesia menggunakan multi-scale convolutional neural network (CNN) telah disajikan pada artikel ini. Dataset yang digunakan pada penelitian ini berjumlah 2050 data citra rambu lalu lintas yang dikelompokkan kedalam 10 kelas. Model CNN terdiri dari tiga lapisan konvolusi berukuran 3x3, tiga lapisan penggabungan (Maxpool) berukuran 2x2 dan satu lapisan fully-connected yang memanfaatkan fungsi aktivasi Softmax. Jumlah filter yang digunakan pada setiap lapisan konvolusi adalah 32. Algoritma pelatihan yang digunakan yaitu Stochastic gradient descent (SGD). Dengan menggunakan 1750 data citra latih, nilai epoch 20, dan laju pelatihan 0,005, nilai galat dan nilai akurasi yang didapatkan pada tahap pelatihan adalah masing-masing 0,0026 dan 100%. Sedangkan pada tahap pengujian, dengan 300 data citra uji, model CNN mampu memperoleh nilai galat 0,017 dan nilai akurasi mencapai 99,67%.

Pelatihan Software Design Bagi Pendidik di Lingkungan TKIT Mekar Insani Untuk Meningkatkan Pembelajaran Interaktif Arita Witanti; Triana Noor Edwina D.S; Supatman
AMMA : Jurnal Pengabdian Masyarakat Vol. 2 No. 1 (2023): AMMA : Jurnal Pengabdian Masyarakat
Publisher : CV. Multi Kreasi Media

Show Abstract | Download Original | Original Source | Check in Google Scholar

The education post-pandemic needs more preparation for the teachers. One of the preparation tools is instructional media. Using instructional media increases students' concentration during the transformation of educational material. This fact is the opposite of education without instructional media. On the other hand, less interaction between the teacher and student after the post-pandemic force the teacher to know about building bonding during the learning process. From the previous interview with stakeholders, a solution to solve the problem was making training of canva to upgrade the knowledge of making interactive learning media. There was some materials have been transformed. There were canva installation, login, account use, feature introduction, practice session, and Q and A. For the production one design, we should ATM rules. That was observed imitation modifications. This activity concluded that teachers could make some designs using canva.

Design, Build and Implementation of The Church Services Katolik Paroki Hati Santa Perawan Maria Tak Bernoda Putussibau Web-Based Heribertus Christian Agusto Lumban Tobing; Supatman Supatman
Jurnal Indonesia Sosial Sains Vol. 5 No. 07 (2024): Jurnal Indonesia Sosial Sains
Publisher : CV. Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59141/jiss.v5i07.1174

This research analyzes and develops web-based church services for parishes Hati Santa Perawan Maria Tak Bernoda at Putussibau, using the Laravel framework and the PHP programming language. The purpose of this study is to improve the accessibility and efficiency of information and administrative services in the parish. The research methods used include observation, interviews, system interface design, and implementation evaluation. The result of this research is a parish website that provides various important information such as church profiles, mass schedules, sacrament services, and church contacts, which can be accessed by all parishioners and the general public. This website is expected to support the modernization of church services and make it easier for people to access church information and services. The study also provides recommendations for further development and integration of additional features that can enrich the functionality and benefits of the parish website.

Pelatihan Pembuatan Model Business Canvas (BMC) dan Pemanfaatan Sosial Media Sebagai Media Pemasaran pada Karangtaruna di Rogobangsan, Bimomartani, Sleman Umi Wahidah; Sri Ayem; Suddin Lada; Yhoga Heru Pratama; Supatman Supatman; Enggar Dwi Kharisma
To Maega : Jurnal Pengabdian Masyarakat Vol 7, No 3 (2024): Oktober 2024
Publisher : Universitas Andi Djemma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35914/tomaega.v7i3.2809

Memulai suatu usaha tentu membutuhkan perencanaan yang matang dari berbagai aspek agar dapat meminimalisir terjadinya kegagalan. Perkembangan teknologi saat ini menjadi satu perubahan dalam dunia bisnis, salah satunya dari sisi pemasaran. Tujuan dari kegiatan pengabdian masyarakat ini adalah untuk menambah pengetahuan dan memberikan pelatihan keterampilan dalam penyusunan business model canvas (BMC) dan penggunaan teknologi untuk pemasaran pada Karangtaruna Dusun Rogobangsan. Materi pertama diawali dengan materi kewirausahaan dan business model canvas kemudian dilaksanakan praktek penyusunanan business model canva, dan diakhiri dengan diskusi. Materi kedua diawali dengan pengenalan tools yang saat ini bisa dimanfaatkan sebagai media promosi antara lain Instagram, Facebook, Tiktok, WhatsApp, serta Google, kemudian dilanjutkan dengan pelatihan pembuatan akun Google. Pelaksanaan kegiatan PKM ini perlu dilaksanakan secara berkelanjutan. Hasil kegiatan pengabdian adalah peningkatan kemampuan peserta dalam memahami konsep pemasaran, peningkatan kemampuan memahami dan menyusun Model Business Canvas, serta peserta mampu memahami dan memanfaatkan media sosial dalam pemasaran seperti google map.

Design, Build and Implementation of The Church Services Katolik Paroki Hati Santa Perawan Maria Tak Bernoda Putussibau Web-Based Heribertus Christian Agusto Lumban Tobing; Supatman Supatman
Jurnal Indonesia Sosial Sains Vol. 5 No. 07 (2024): Jurnal Indonesia Sosial Sains
Publisher : CV. Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59141/jiss.v5i07.1174

This research analyzes and develops web-based church services for parishes Hati Santa Perawan Maria Tak Bernoda at Putussibau, using the Laravel framework and the PHP programming language. The purpose of this study is to improve the accessibility and efficiency of information and administrative services in the parish. The research methods used include observation, interviews, system interface design, and implementation evaluation. The result of this research is a parish website that provides various important information such as church profiles, mass schedules, sacrament services, and church contacts, which can be accessed by all parishioners and the general public. This website is expected to support the modernization of church services and make it easier for people to access church information and services. The study also provides recommendations for further development and integration of additional features that can enrich the functionality and benefits of the parish website.

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