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Analisis Performa Deteksi Penyakit Padi Dengan Model Klasifikasi GambarMenggunakan Teachable Machine Hidayatullah, Ilham; Septihadi, Ali Nugroho; Susanto, Fredy; Ryando, M. Bucci
Academic Journal of Computer Science Research Vol 7, No 1 (2025): Academic Journal of Computer Science Research (AJCSR)
Publisher : Institut Teknologi dan Bisnis Bina Sarana Global

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.38101/ajcsr.v7i1.15669

Abstract

Penyakit padi menjadi momok bagi petani karena berpotensi menurunkan hasil panen drastis. Deteksi dini penyakit padi krusial untuk menekan kerugian ekonomi. Penelitian ini menganalisis performa model klasifikasi gambar dalam mendeteksi penyakit padi memanfaatkan Teachable Machine. Gambar penyakit padi dikumpulkan dari berbagai sumber dan melalui proses prapengolahan untuk meningkatkan kualitas. Model klasifikasi gambar dibangun menggunakan Teachable Machine dengan arsitektur Convolutional Neural Network (CNN). Hasil penelitian menunjukkan akurasi model klasifikasi gambar sangat memuaskan, mencapai 99%. Model ini efektif dalam mendeteksi penyakit blas, hawar daun bakteri, dan tungau padi. Penelitian ini membuktikan bahwa Teachable Machine berpotensi sebagai alat efektif untuk mendeteksi penyakit padi dengan akurasi tinggi. Dengan demikian, petani dapat melakukan deteksi dini penyakit padi sehingga memungkinkan tindakan pencegahan dan pengendalian yang tepat.
Sufi Interpretations of philosophical Sufism Sheikh Hamza Fansuri in the Kingdom of Aceh Darussalam (1496-1903 CE) Hidayatullah, Ilham; Yusoff, Mohd Yakub Zulkifli Mohd; Alhajj, Thabet Ahmad Abu
QiST: Journal of Quran and Tafseer Studies Vol. 4 No. 2 (2025): August
Publisher : Universitas Muhammadiyah Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23917/qist.v4i2.11154

Abstract

This study discusses a reconsideration of the type of Sufi interpretation undertaken by the Sheikh of philosophical Sufism, Hamza al-Fansuri, of Aceh Darussalam (1496-1903 CE). He is considered one of the most prominent figures in philosophical Sufism in Southeast Asia who has authored numerous works on Sufi teachings. The researcher uses an inductive approach through a content analysis of Hamza al-Fansuri's three main books: Asrār al-'Arifin, Syarāb al-'Aṣyiqīn, and al-Muntahī. The researcher finds that Hamza al-Fansuri cited several Quranic verses as evidence; forty-five verses in Asrār al-'Arifin, some of which are repeated in his other two books. Thus, the total number of Quranic verses in the three books is fifty-six. The researcher concludes that Hamza al-Fansuri, despite his fame for philosophical Sufism, his approach to interpreting Quranic verses tends toward both allusions (isyari) Sufi interpretation and theoretical (nadhari) Sufi interpretation. He always combines Sharia and truth, and recognizes the apparent (zahir) meaning alongside the hidden (batin) meaning.