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Color-Based Spot Detection Using Automatic Leaf Segmentation in Potato Plants Sholehurrohman, Ridho; Sari, Kartika; Junaidi, Akmal
Integra: Journal of Integrated Mathematics and Computer Science Vol. 2 No. 3 (2025): November
Publisher : Magister Program of Mathematics, Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26554/integrajimcs.20252339

Abstract

Potato (Solanum tuberosum L.) is one of the world’s major food crops, playing a vital role in supporting food security and nutritional resilience. However, its productivity is often threatened by foliar diseases such as early blight and late blight, which can cause significant yield losses. This study aims to develop a lightweight and explainable classification method for detecting potato leaf diseases based on automatic leaf segmentation and color-based spot analysis. Early and accurate disease detection is essential to support preventive actions in plant protection. The proposed method integrates automatic leaf segmentation using HSV-based thresholding to isolate the leaf region from the background, followed by color-based spot detection to identify disease symptoms. Extracted features include spot area, number of detected spots, and average hue values, which were then classified into three categories (healthy, early blight, and late blight) using a rule-based approach. Validation was conducted by manually comparing classification outputs with ground truth derived from file names. The results show that the method can successfully segment potato leaves, detect spot regions, and classify disease types consistently with manual validation. Although not evaluated through large-scale statistical metrics, the findings indicate that this color-based approach provides a reliable foundation for lightweight potato leaf disease detection without requiring deep learning models.
Peningkatan Kompetensi Guru Teknologi Informasi di Lampung Selatan melalui Pelatihan Prompt Kecerdasan Buatan Sholehurrohman, Ridho; Ilman, Igit Sabda; Pambudi, Agung; Muhaqiqin; Afdhaludin, Muhammad; Citra, Erin Eka; Badiwibowo, Sandi
Jurnal Pemberdayaan Masyarakat Vol 10 No 2 (2025): November
Publisher : Direktorat Penelitian dan Pengabdian kepada Masyarakat (DPPM)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/jpm.v10i2.12801

Abstract

The rapid development of artificial intelligence (AI) technology has had a significant impact on the education sector, especially for Information and Communication Technology (ICT) teachers. Mastery of AI skills, particularly through prompt engineering techniques, is essential for teachers to create relevant, innovative, and curriculum-aligned questions and teaching materials. This community service activity aims to enhance the competencies of ICT teachers in Lampung Selatan, particularly at SMA Negeri 1 Kalianda and several other schools, in utilizing AI to support and enrich classroom learning. The main issue faced by the partner, the ICT teachers, is the lack of mastery of current technologies and limited knowledge of AI application in teaching. The implementation method includes literature study, face-to-face training, and evaluation of the activity's results. The training material focuses on introducing the basic concepts of AI, applying prompt engineering techniques, and using prompts to create AI-based questions that align with the school's learning needs. Evaluation results show that 89.4% of participants successfully mastered prompt engineering techniques and were able to implement them in creating questions and developing more effective teaching materials. This activity is expected to drive improvements in the quality of learning and support the sustainable implementation of AI in schools in Lampung Selatan.
DESIMINASI PEMANFAATAN DAUN SEREH WANGI UNTUK SABUN CAIR RAMAH LINGKUNGAN PADA SISWA SD Satria, Heri; Mulyono; Dwi Yuwono, Suripto; Sholehurrohman, Ridho; D. Pandiangan, Kamisah; Hidayat, Diky
BUGUH: JURNAL PENGABDIAN KEPADA MASYARAKAT Vol. 6 No. 1 (2026): Maret 2026
Publisher : Badan Pelaksana Kuliah Kerja Nyata Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/buguh.v6n1.2806

Abstract

Education based on environmental awareness plays an essential role in shaping a generation that cares about the environment and sustainability. One effective approach to raising this awareness is by integrating simple science that focuses on the use of natural materials in everyday life. Lemongrass (Cymbopogon citratus), which is rich in bioactive compounds like citronella and geraniol, offers various benefits, including antibacterial and anti-inflammatory properties. This program aims to educate students, teachers, and parents on how to process lemongrass into eco-friendly liquid soap, as well as teach practical skills that can be applied in daily life. Through this training, students will not only understand the benefits of natural materials but also acquire skills that can be used to create economic opportunities based on environmentally friendly products. This program also encourages a healthy and sustainable lifestyle by reducing dependence on harmful chemical-based commercial cleaning products. Furthermore, the program aims to introduce the concept of entrepreneurship based on natural products, which can create new economic opportunities at the local level. The implementation of this community service program will involve students, teachers, and parents at SD Negeri 2 Pampangan, Sekincau District, West Lampung. Through hands-on training, it is expected to have a significant positive impact on improving the competence of students, teachers, and parents in effectively utilizing natural resources. Additionally, this program has the potential to serve as a model that can be implemented in other schools across Indonesia, expanding its positive impact and raising environmental awareness among the younger generation.
Pemanfaatan Automation Tool n8n Untuk Mendukung Kegiatan Akademik Sekolah Menengah Kejuruan Negeri 5 Bandar Lampung Syarif, Admi; Andrian, Rico; Sholehurrohman, Ridho; Afdhaluddin, Muhammad; Pambudi, Agung; Rifandi, Raihan; Adhim, M. Abdul
Jurnal Pengabdian Kepada Masyarakat (JPKM) TABIKPUN Vol. 7 No. 1 (2026): Maret
Publisher : Faculty of Mathematics and Natural Sciences - Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/jpkmt.v7i1.260

Abstract

Pengelolaan data akademik di SMK Negeri 5 Bandar Lampung masih dilakukan secara manual atau semi-digital sehingga kurang efisien dan rentan terhadap kesalahan. Kegiatan ini bertujuan meningkatkan efektivitas dan efisiensi melalui otomasi berbasis n8n. Pelatihan dilaksanakan pada 12 November 2025 dengan melibatkan 20 guru dan tenaga kependidikan, mencakup konsep otomasi, integrasi data, serta praktik notifikasi nilai dan kehadiran melalui Telegram. Hasil evaluasi menunjukkan peningkatan pemahaman dan keterampilan, dengan 88% peserta mampu merancang workflow otomatis. Penerapan n8n terbukti meningkatkan efisiensi administrasi, mengurangi kesalahan, dan mempercepat penyampaian informasi.