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Implementasi Deep Learning Untuk Identifikasi Penyakit Melalui Daun pada Tanaman Padi Menggunakan Metode Convolutional Neural Network Eka Saputra, Danang; Jatmika, Sunu
JURNAL SISTEM KOMPUTER ASIA Vol 2 No 2 (2024): JISKOMSIA - Volume 2, Nomor 2, Tahun 2024
Publisher : Institut Tekonologi dan Binisi Asia Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32815/jiskomsia.v2i2.75

Abstract

This research discuss about deep learning implementation to classify or identify diseases in rice leaves using mobile application. This system will make users easily to diagnose diseases by displaying diagnostic results in the form of the name of the disease along with its taxonomy, disease description and drug recommendations for disease solutions. There are four classes of leaves used in this research, including healthy leaves, leaf blight, brown spot and potassium deficiency. The design of the model uses two approaches, one of them are modeling convolutional neural network from the scratch and modeling with transfer learning using inception v3 architecture. Both models will go through training process to produce a model that is ready to be used for classification. In application testing, a comparison is made between two models. From the tests that have been carried out, it is concluded that the system with model made using transfer learning approach, produce good accuracy with an accuracy of 90%. Meanwhile the System with the other model gain an accuracy of 62%. So when the data used in research are extremely low, it is best to use transfer learning as an approach to design a model.
Sistem Monitoring Tracking Untuk Mengetahui Posisi Driver Kendaraan Menggunakan Geocoding Berbasis Android Fatiby, Ubay; Jatmika, Sunu
JURNAL SISTEM KOMPUTER ASIA Vol 2 No 2 (2024): JISKOMSIA - Volume 2, Nomor 2, Tahun 2024
Publisher : Institut Tekonologi dan Binisi Asia Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32815/jiskomsia.v2i2.79

Abstract

Masple tour and travel is a vehicle rental service in Mojokerto at affordable prices but still prioritizes service and quality. Based on the research conducted, there are problems in tracking and monitoring vehicles, driver delays in returning vehicles that have been rented, and also criminal acts such as travel vehicles that are run away by irresponsible drivers, so the explanation from Masple Tour and Travel when the author made study. This study uses geocoding to convert latitude and longitude coordinates into an address that will be displayed on Android based maps. One of the features contained in Android is internet service and is equipped with a GPS (Global Positioning System) feature, which is a navigation system that uses satellite signals in its use. With the GPS admin can find out the coordinates of the vehicle driver anywhere. This research resulted in a tracking monitoring system application to determine the position of vehicle drivers using Android-based geocoding. It is hoped that this tool will be able to minimize crimes such as vehicle theft by tracking the current position of the vehicle driver and displaying the latitude and longitude coordinates so that when a theft crime occurs, they can immediately take action.
Perancangan Aplikasi E-Commerce Hasil Pertanian Desa Kedungrejo Berbasis Android: Designing an Android-Based Agricultural Products E-Commerce Application for Kedungrejo Village Aisyah, Firda; Jatmika, sunu
JURNAL SISTEM KOMPUTER ASIA Vol 1 No 1 (2023): JISKOMSIA - Volume 1, Nomor 1, Tahun 2023
Publisher : Institut Tekonologi dan Binisi Asia Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32815/jiskomsia.v1i01.25

Abstract

With the development of nowadays technology, this application is made to make it easier for buyers to order the desired vegetables from anywhere and anytime very easily. This e-commerce application uses the Android-based Flutter framework for the needs of buying and selling vegetables between sellers at the Kedungrejo Vegetable Market and prospective buyers from all over Malang. In this test, the application is testing by testing users and admin’s application to find out whether the application is running well or not.
CARD PROGRAMMABLE PERIPHERAL INTERFACE (PPI) 8255 YANG MENGHUBUNGKAN SENSOR OPTOCOUPLER SEBAGAI READER/PEMBACA KODE BAR DENGAN PERSONAL COMPUTER (PC) Jatmika, Sunu; Mudzakkir, Amrullah
Jurnal Ilmiah Teknologi Informasi Asia Vol 2 No 1 (2007): Volume 2 Nomor 1 (5)
Publisher : LP2M Institut Teknologi dan Bisnis ASIA Malang

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

Abstract

Beberapa tahun terakhir ini kemajuan teknologi makin berkembang dengan cepat tetapi banyak juga akademik-akademik yang belum mengikutinya. Mungkin karena terlalu mahalnya mengikuti teknologi itu merupakan faktor utama bagi akademik-akademik kecil. Misalnya dalam pengolahan data sistem akademik bagi mahasiswa, untuk akses ke databasenya mahasiswa harus menginputkan data-data mahasiswa yang bersangkutan menggunakan keyboard.Melihat kenyataan tersebut penulis mencoba membuat suatu peralatan pembaca kode bar kartu mahasiswa dengan menggunakan sensor optocoupler. Pengadaan peralatan ini relatif cukup murah dibandingkan dengan pembaca kode bar dengan menggunakan scanning barkode yang selama ini telah banyak beredar dipasaran dengan tanpa mengurangi manfaat yang bisa diperoleh dari keduanya.
TIP DAN TRIK MENDAPATKAN INVESTOR UNTUK BISNIS BARU BERBASIS DIGITAL MARKETING DI SMK DIPONEGORO Jatmika, Sunu; Arifin, Samsul; Aprilianto, Tria; Nur Lailatul Aqromi
Jurnal Pengabdian Multidisiplin Indonesia (JUPEMI) Vol. 1 No. 3 (2024): Februari
Publisher : Merwinspy Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69820/jupemi.v1i3.106

Abstract

ABSTRAK Pemicu utama dalam membangun bisnis baru adalah perubahan kebutuhan dan tren pasar. Saat kebutuhan konsumen berubah atau terjadi pergeseran dalam perilaku konsumen, ini menciptakan peluang bagi inovasi dan pengembangan bisnis yang dapat memenuhi kebutuhan yang belum terpenuhi. Banyaknya competitor menjadi pertimbangan bagi para pengusaha untuk masuk dalam persaingan yang sangat ketat. Digital marketing di satu sisi memberikan kemudahhan bagi pelaku usaha untuk memonitor dan menyediakan segala kebutuhan dan keinginan bagi calon konsumen, begitupun sebaliknya dari sisi calon konsumen adanya digital marketing memberi kemudahan dalam mencari dan mendapatkan informasi dari suatu produk yang diinginkan tanpa perlu untuk mengunjungi toko secara langsung. Tantangan selanjutnya adalah bagaimana menggaet invesitor yang tepat untuk bisa terlibat dalam mengembangkan bisnis yang berbasis digital marketing karena diperlukan adanya pengetahuan dan kemapuan yang memadai untuk bisa menggaet investor. Oleh karena itu pengabdian terkait Tips dan Trik mendapatkan investor telah memberikan manfaat bagi siswa-siswa SMK Widya Dharma agar lebih siap dalam mengambangkan bisnis digital dan mendapatkan investor yang potensial. Kata Kunci: Digital Marketing, Investor, Tips dan Trik ABSTRACT The main issue in building a new business is market needs and market trends. When there is a shift in consumer behavior occurs, this creates opportunities for innovation and business development that can meet unmet needs. The large number of competitors is a consideration for entrepreneurs to enter the very tight competition. On the one hand, digital marketing makes it easy for business actors to monitor and provide all the needs and desires of potential consumers. On the other hand, from the potential consumer's side, digital marketing makes it easy to find and get information about a desired product without the need to visit the shop directly. The next challenge is attracting the right investors to be involved in developing a digital marketing-based business because adequate knowledge and skills are required to attract investors. Therefore, the service related to Tips and Tricks for getting investors has provided benefits for SMK Diponegoro Tumpang students to better prepare them to develop digital businesses and find potential investors. Keywords: Digital Marketing, Investor, Tips and Trick