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Image Classification of Indonesian Snacks using Convolutional Neural Network Eliyen, Kunti; Izzah, Abidatul; Aullia, Fikha Rizky
Sistemasi: Jurnal Sistem Informasi Vol 14, No 3 (2025): Sistemasi: Jurnal Sistem Informasi
Publisher : Program Studi Sistem Informasi Fakultas Teknik dan Ilmu Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32520/stmsi.v14i3.4647

Abstract

Each region in Indonesia has its own unique and distinctive culinary traditions. However, many people are still unfamiliar with the names of traditional Indonesian snacks, especially those that originate from regions other than their own. Promoting these traditional snacks is essential as an initial step in educating both domestic and international audiences about Indonesia’s cultural diversity. Culinary heritage is also a key factor in attracting tourists to visit a region. One way to address this issue is through image classification of Indonesian traditional snacks using Convolutional Neural Networks (CNN). This study uses a dataset consisting of 30 images across 10 classes, with 3 images per class. The model was trained over 40 epochs and achieved an accuracy of 86%. The testing phase yielded a recall of 86%, precision of 91%, and an F1-score of 88%.
The Smart chicken coop: Automated lighting with Google Home Nurfarida, Ellya; Izzah, Abidatul; Bakhtiar, Yohan; Riskitasari, Septyana; Aullia, Fikha Rizky; Habibi, Isac Ilham
Community Empowerment Vol 10 No 4 (2025)
Publisher : Universitas Muhammadiyah Magelang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31603/ce.12566

Abstract

Nur Kholiq Chicken Farm is a traditional chicken farm with a significant turnover in Blitar Regency that still relies on an inefficient conventional lighting system. Addressing this issue, this community service aims to implement an automatic lighting control system in the chicken coop using Google Home, smart lamps, and internet connection, enabling remote control via smartphone. This community service's activities included discussions with partners, procurement of equipment, system installation, user training, and evaluation. The evaluation demonstrated the successful implementation of the Google Home and smart lamp-based automatic lighting control system at Nur Kholiq Chicken Farm, as well as a significant increase in the partner's knowledge regarding the use of this technology.
Development of Web-Based Advertisement Media on Sahrul Home Car Care Bakhtiar, Yohan; Izzah, Abidatul; Cinderatama, Toga Aldila; Nugroho, Benni Agung; Susanto, Riswan Eko Wahyu
Journal of Applied Business and Technology Vol. 4 No. 3 (2023): Journal of Applied Business and Technology
Publisher : Institut Bisnis dan Teknologi Pelita Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35145/jabt.v4i3.138

Abstract

Amidst the ongoing Covid-19 pandemic, non-essential activities have shifted mainly to the safety of people's homes. This includes remote work (Work From Home) and shopping for basic needs online. However, service workers, particularly those in the service sector like Muhammad Sahrul, have faced significant challenges navigating the pandemic's impact. Sahrul, who owns an all-brand car repair shop, experienced a decline in customers visiting his workshop due to the outbreak. Recognizing the need for a fresh approach, Sahrul created "Sahrul Home Car Care," offering car repair services at customers' residences. To support this initiative, a team of researchers proposed technology-based solutions to improve his advertising strategy. The researchers developed a user-friendly digital portal, www.sahrulhomecarcare.com, showcasing Sahrul's services and implementing an appointment booking system. Additionally, they guided leveraging digital marketing channels to expand his outreach. Thanks to these digital innovations, Sahrul's business gained traction, attracting more customers and positive feedback. Embracing technology proved instrumental in overcoming the pandemic's challenges and ensuring the continued success of "Sahrul Home Car Care" in this ever-evolving digital era.
ILMI: A Virtual Assistant for Learning Media in Accounting Inventory Courses Bakhtiar, Yohan; Izzah, Abidatul; Yanuarmawan, Dion; Hamidah, Fitria Nur; Cinderatama, Toga Aldila
Information Technology Education Journal Vol. 4, No. 3, August (2025)
Publisher : Jurusan Teknik Informatika dan Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59562/intec.v4i3.9685

Abstract

Promoting interactive and engaging learning remains a major challenge, particularly in the design and development of instructional media that can serve as a virtual instructor for accounting students. To address this challenge, the present study introduces the development of a virtual teaching assistant specifically designed for accounting courses, with a focus on the inventory topic. The virtual assistant delivers guided instruction in audio format by utilizing Google’s text-to-speech technology, aiming to enhance students’ comprehension and engagement during learning activities and assessments. The integration of text-to-speech into inventory learning media represents the novelty of this research. Accordingly, the system named Interactive Learning Media of Inventory (ILMI) was developed through a structured process consisting of needs analysis, system design, implementation, user testing, and maintenance. Finally, the system was evaluated and achieved a SUS score of 79, indicating a high level of usability based on respondent feedback.
Deteksi Plat Nomor Kendaraan Angkutan Bus Menggunakan YOLOv11 Nugroho, Benni Agung; Cinderatama, Toga Aldila; Izzah, Abidatul; Nurfarida, Ellya
Jurnal Informatika dan Multimedia Vol. 17 No. 2 (2025): Jurnal Informatika dan Multimedia
Publisher : Politeknik Negeri Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33795/jtim.v17i2.9204

Abstract

Penelitian ini mengatasi permasalahan pendataan plat nomor bus secara konvensional di terminal yang rentan terhadap kesalahan manusia, pelaporan yang lambat, dan kurangnya transparansi. Tujuan penelitian ini adalah merancang dan mengimplementasikan sistem deteksi dan pengenalan plat nomor angkutan bus secara otomatis menggunakan kombinasi teknologi Kecerdasan Buatan (AI), khususnya model deep learning YOLOv11, dan Internet of Things (IoT). Penelitian ini menggunakan Raspberry Pi 5 sebagai perangkat edge yang terhubung dengan webcam untuk menangkap video beresolusi 1280x720 , yang kemudian melakukan deteksi plat nomor secara real-time. Model YOLOv11 dilatih menggunakan 682 frame gambar , menunjukkan kinerja yang sangat baik pada dataset validasi dengan nilai mean Average Precision (mAP50) sebesar 0.98674. Meskipun keterbatasan Raspberry Pi 5 tanpa dedicated Neural Processing Unit (NPU) membatasi kecepatan pemrosesan real-time menjadi 10–18 FPS pada resolusi 640x480 , kecepatan ini dinilai mencukupi untuk deteksi bus di lingkungan terminal karena pergerakan kendaraan yang tidak cepat. Teks plat nomor yang berhasil dikenali dan timestamp kemudian dikirimkan ke database Firebase melalui arsitektur IoT. Sistem yang dihasilkan diharapkan dapat membantu dalam pendataan kendaraan bus di terminal dengan lebih cepat, efisien, dan akuntabel
Pengelolaan Jimpitan Warga Melalui “Aplikasi Bank Jimpitan” Untuk Mendukung Program Pemberdayaan Masyarakat Di Kota Kediri Izzah, Abidatul; Bakhtiar, Yohan
Jurnal ABDINUS : Jurnal Pengabdian Nusantara Vol 5 No 1 (2021): Volume 5 Nomor 1 Tahun 2021
Publisher : Universitas Nusantara PGRI Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29407/ja.v5i1.14894

Abstract

Jimpitan is one of flagship programs in RT 06, RW 02, Ngronggo, Kediri. This program is an activity to collect daily savings money which is stored in a container and hung in front of the yard along with a board that will be taken and collected by Siskamling officers every night. Unfortunately, sometimes there are differences between the officer records with the board, so residents need to report and go to the RT staff to justify. Therefore, this paper describes how to improve the ease of managing jimpitan by building an interactive tool that can be used easily and quickly. The tool built is in the form of online applications that can be accessed anytime and anywhere and it is designed like "m-banking". To do that, we carried out 4 major stages, namely preparation, system development, training and mentoring, and evaluation. The results show that the apps can simplify the savings and mutations monitoring by using mobile-based application and the web-based application.
Pengembangan Usaha "Kirana Handmade Soap" Melalui Pemanfaatan Teknologi Informasi sebagai Upaya Peningkatan Profitabilitas Bakhtiar, Yohan; Eliyen, Kunti; Nurlina, Nila; Kusuma, Selvia F.; Izzah, Abidatul
Jurnal ABDINUS : Jurnal Pengabdian Nusantara Vol 5 No 2 (2021): Volume 5 Nomor 2 Tahun 2021
Publisher : Universitas Nusantara PGRI Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29407/ja.v5i2.15045

Abstract

The product of Handmade Soap (soap that made by home industry using herbal) is a business that requires expertise in chemical compounding. Production of the herbal soap should be handled by qualified chemist, pharmacist, or pharmaceutical technical personnel. A pharmacist from Bhayangkara Hospital Kediri, Qurrota A’yunin, S.Farm, Apt. has ability in manufacturing of the handmade soap. But, the main problem is marketing, because it has not done to public society. Therefore, many people do not recognize about this product eventhough it has quality with good planning. To overcome this problem, we create web-based portal for marketing in kiranahandmade-soap.com and mentoring in marketing using social media through In-house Training, for instance, by posting attractive and persuasive ads. The result of this community service program is web company profile that able to be accessed on https://kiranahandmadesoap.com, facebook account “Sabun Kirana” and Instagram account “@sabunkirana”. Furthermore, after mentoring activity, in fact there has not been a significant increase in profitability, because the digital marketing activities are still running for 2 months. Although the number of selling is stagnant, the marketing media helped in expanding the information about Kirana Handmade Soap.
Peningkatan Produksi dan Jangkauan Pemasaran UMKM "Rizqi" Melalui Mesin dan Marketplace Abidatul Izzah; Yohan Bakhtiar; Ratna Widyastuti; Benni Agung Nugroho; Saiful Arif; Devina Rosa Hendarti; Ahmad Dony Mutiara Bahtiar
ABDI: Jurnal Pengabdian dan Pemberdayaan Masyarakat Vol 7 No 3 (2025): Abdi: Jurnal Pengabdian dan Pemberdayaan Masyarakat
Publisher : Labor Jurusan Sosiologi, Fakultas Ilmu Sosial, Universitas Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24036/abdi.v7i3.1219

Abstract

Indonesia memiliki potensi produksi bawang merah karena tingginya konsumsi masyarakat. Melihat potensi ini, Bapak Surasa dari, Kota Kediri mendirikan usaha bawang merah goreng “Rizqi” sejak 2018. Bapak Surasa menjalankan usaha ini secara mandiri dan manual. Hanya bagian perajangan yang menggunakan alat kayu yang didorong. Selain itu, masalah lain yang ditemui adalah seiring berjalannya waktu jumlah pelanggan tidak bertambah karena pemasaran yang dilakukan masih sebatas menitipkan produk ke warung dan pedagang keliling. Hal ini karena bapak Surasa belum mencoba pemasaran online untuk memperluas jangkauan pemasaran. Oleh karena itu, dalam program pengabdian masyarakat ini, tim pengabdian menawarkan sejumlah solusi untuk mengatasi permasalahan tersebut antara lain dengan memanfaatkan teknologi mesin perajang untuk menambah kapasitas produksi dan memanfaatkan marketplace untuk memperluas jangkauan pemasaran. Metode pelaksanaan kegiatan pengabdian masyarakat dimulai dari pengadaan alat perajang dan dilanjutkan dengan pelatihan penggunaan alat. Kemudian dilanjutkan dengan membuatkan toko online di marketplace sekaligus pelatihan penggunaannya. Tim pengabdian juga melakukan pendampingan proses penggunaan alat dan pemasaran online. Hasil dari program pengabdian masyarakat ini adalah penerapan teknologi alat perajang sehingga UMKM bawang goreng Rizqi mampu menghasilkan enam kali lipat yakni 60kg setiap kali produksi. Di sisi lain, sampai akhir kegiatan pengabdian masyarakat dilaksanakan, UMKM bawang goreng Rizqi sudah mendapat 2 pesanan dari luar kota Kediri yakni Surabaya dan Lamongan masing-masing 5 pcs. Selanjutnya diharapkan UMKM bawang goreng Rizqi mampu memanfaatkan teknologi mesin perajang yang telah diberikan dan aktif memasarkan produk di marketplace yang telah dibuat.
O Optimalisasi Aset Tetap Berwujud untuk Meningkatkan Produktivitas Pada Syafiqa Mom & Baby Kid's Spa Yohan Bakhtiar; Ahmad Athoillah Saifi; Abidatul Izzah; Toga Aldila Cinderatama; Ellya Nurfarida; Mujahid Wahyu; Hadi Rahmad
ABDI: Jurnal Pengabdian dan Pemberdayaan Masyarakat Vol 7 No 3 (2025): Abdi: Jurnal Pengabdian dan Pemberdayaan Masyarakat
Publisher : Labor Jurusan Sosiologi, Fakultas Ilmu Sosial, Universitas Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24036/abdi.v7i3.1237

Abstract

Fenomena bonus demografi di Jawa Timur ditandai dengan peningkatan angka kelahiran bayi dalam tiga tahun terakhir yang mendorong munculnya peluang usaha di bidang layanan kesehatan dan relaksasi anak, salah satunya baby spa. Penelitian ini bertujuan untuk mengoptimalkan aset tetap berwujud guna meningkatkan produktivitas layanan pada mitra tunggal, yaitu Syafiqa Mom and Baby Kid’s Spa, yang melayani anak usia 0–12 tahun. Metode pelaksanaan meliputi analisis kebutuhan, diskusi partisipatif dengan mitra, inventarisasi aset tetap, pendampingan penggunaan sarana, serta evaluasi kegiatan menggunakan observasi langsung dan wawancara. Hasil menunjukkan adanya peningkatan kapasitas layanan sebesar 35% setelah pengadaan Nebulizer Terapi Uap Pernafasan dan Premium Baby Swimming Pool, dengan rata-rata jumlah pelanggan bulanan naik dari 40 menjadi 54 orang. Selain itu, tingkat kepuasan pelanggan meningkat sebesar 25% berdasarkan kuesioner evaluasi. Temuan ini mengindikasikan bahwa optimalisasi aset tetap berwujud mampu meningkatkan kualitas layanan sekaligus pendapatan usaha, sehingga dapat memperkuat daya saing mitra dalam industri jasa baby spa.
Co-Authors Agata Iwan Candra Agung Nugroho, Benni Agustono Heriadi Agustono Heriadi, Agustono Ahmad Athoillah Saifi Ahmad Dony Mutiara Bahtiar Andarista, Felya Renanda Fergi Andika Kurnia Adi Pradana Andika Kurnia Adi Pradana, Andika Kurnia Arrie Kurniawardhani Asmoro, Wiwiek Kusumaning Aullia, Fikha Rizky Benni A. Nugroho Benni Agung Nugroho Benni Agung Nugroho Benni Agung Nugroho Benni Agung Nugroho Benni Agung Nugroho, Benni Agung Dani Mahbubatul J, Dani Mahbubatul Daniel Swanjaya Devina Rosa Hendarti Diani Mahbubatul J Dion Yanuarmawan Eliyen, Kunti Ellya Nurfarida Ellya Nurfarida Ellya Nurfarida Ellya Nurfarida Ellya Nurfarida, Ellya Fadelis Sukya Fery S. Efendi, Fery S. Fitra Abdurrachman Bachtiar Fitria Nur Hamidah, Fitria Nur Habibi, Isac Ilham Hadi Rahmad Hanafia Rahma Hanafia Rahma, Hanafia Hendy Kunti Eliyen Kunti Eliyen Kunti Eliyen Kusuma, Selvia F. Laylatul, Nur M Syaifulloh Annur, M Syaifulloh M. Syaifulloh Annur mukhamad masrur Mustika Mentari Nila Nurlina Nur Hayatin Nuru Aini Ratna Widyastuti Ratna Widyastuti Ratna Widyastuti Ratna Widyastuti Ratna Widyastuti Ratna Widyastuti, Ratna Rinanza Zulmy Alhamri, Rinanza Zulmy Riskitasari, Septyana Riswan Eko Wahyu Susanto Riswan Eko Wahyu Susanto, Riswan Eko Wahyu Saiful Arif Selvia Ferdiana Kusuma Selvia Ferdiana Kusuma Setyowati, Diah Eka Shofiya Syidada Siti Mutrofin SUDARMAJI SUDARMAJI Toga Aldila Cinderatama Wahyu, Mujahid Wayan F. Mahmudy Wendy Adnan Febianto Wendy Adnan Febianto, Wendy Adnan Wiwiek Kusumaning Asmoro Yanuarmawan, Dion Yohan Bakhtiar Zulfa Khalida