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All Journal Scientific Journal of Informatics Jurnal Pengabdian Masyarakat Bangsa
Faturrahim, Muhammad
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Improvement Of Image Quality Using Convolutional Neural Networks Method Nugroho, Arief Kelik; Permadi, Ipung; Faturrahim, Muhammad
Scientific Journal of Informatics Vol 9, No 1 (2022): May 2022
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v9i1.30892

Abstract

Abstract. Purpose: This desire for high resolution stems from two main application areas, namely improving pictorial information for human interpretation and assisting automatic machine perception in representing images or videos. Image resolution describes the detail contained in an image, the higher the resolution, the more detail there is. The resolution of a digital image can be classified into various types, namely pixel resolution, spatial resolution, temporal resolution, and radiometric resolution. In this context, we are interested in spatial resolution.Methods: Elements of a digital image consist of a collection of small images called pixels. Spatial resolution refers to the pixel density of an image and is measured in pixels per unit area. A quality digital image is determined by the size of the resolution it has. A low resolution or low-resolution is a drawback of a digital image because the information contained in the image means little compared to a high-resolution image.Result: Therefore, in this study, a digital image processing program was created in the form of Image Super-Resolution with the Convolutional Neural Network method to utilize low-resolution images to produce high-resolution images. With a fairly short training process, namely 6050 datasets with 100 CNN epochs, the average PSNR image is 5% higher.Novelty: Image quality can be improved by changing the parameters in the CNN method so that image quality can be improved.
Sosialisasi Dan Pelatihan Pembuatan Portofolio Berbasis Website Pada Mahasiswa Pondok Pesantren Raudlatul Musthofa Tulungagung Cahyono, Taufiq Agung; Prasetya, Agung; Faturrahim, Muhammad
Jurnal Pengabdian Masyarakat Bangsa Vol. 2 No. 8 (2024): Oktober
Publisher : Amirul Bangun Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59837/jpmba.v2i8.1433

Abstract

Salah satu harapan dari peserta didik baik mahasiswa maupun pelajar menengah atas setelah lulus dari kampus ataupun sekolah adalah mendapatkan pekerjaan sesuai dengan keahlian atau passion. Mendapatkan pekerjaan yang diimpikan bukan perkara yang mudah mengingat ketatnya persaingan dalam melamar pekerjaan. Melihat fenomena tersebut, dalam melamar pekerjaan dibutuhkan sebuah strategi khusus supaya dapat diterima. Salah satu strategi yang dapat disiapkan yaitu memperbaiki kualitas curriculum vitae atau portofolio diri. Saat ini, banyak Perusahaan yang mewajibkan kepada pelamar kerja untuk menyertakan portofolio dalam bentuk digital. Alasan Perusahaan beralih ke portofolio digital adalah portofolio digital dinilai lebih efektif dalam proses menyeleksi pelamar pekerjaan. Uraian diatas menjadi alasan utama dilaksanakan kegiatan pengabdian kepada masyarakat khusunya untuk mahasiswa dan santri Tingkat akhir di Pondok Pesantren Raudlatul Musthofa, Tulungakung. Kegiatan Pengabdian Kepada Masyarakat ini bertujuan untuk mensosialisasikan dan melakukan pelatihan pembuatan portofolio dikalangan mahasiswa dan santri Pondok Pesantren Raudlatul Musthofa, Tulungagung. Metode yang digunakan pada kegiatan pengabdian kepada msyarakat ini pendampingan secara langsung pembuatan portofolio berbasis website menggunakan CMS. Berdasarkan hasil analisis pelaksanaan PKM ini, mahasiswa dan santri mendapatkan pengalaman baru terkait pengembangan portofolio berbasis website menggunakan CMS.
Co-Authors Agung Prasetya Arief Kelik Nugroho, Arief Kelik Ipung Permadi Taufiq Agung Cahyono