eprintid: 43263
rev_number: 10
eprint_status: archive
userid: 12316
dir: disk0/00/04/32/63
datestamp: 2021-08-10 03:19:43
lastmod: 2021-08-10 03:19:43
status_changed: 2021-08-10 03:19:43
type: thesis
metadata_visibility: show
creators_name: M Faruq Najib, NIM.: 16620033
title: RANCANG BANGUN SISTEM DETEKSI
KESUBURAN TANAH BERBASIS LED, KAMERA 
DAN DEEP LEARNING
ispublished: pub
subjects: F
divisions: jur_fis
full_text_status: restricted
keywords: Soil fertility detection, LED, Camera, Deep Learning.
note: Pembimbing : Frida Agung Rakhmadi, S.Si., M.Sc
abstract: This research is motivated by the lack of an effective and efficient soil fertility detection system. This
study aimed to design, manufacture, and test a soil fertility detection system based on LED, camera,
and deep learning. This research was conducted in three stages, namely designing, manufacturing,
and testing the soil fertility detection system. Design of the tool was carried out using Paint 3D
software. Manufacturing of this detection system through 4 processes, namely preparation of tools
and materials, manufacturing hardware, taking datasets, and making software. Soil fertility
detection system testing was carried out by implementing a system was made using fertile and
infertile soil samples with dry and wet variations. The results is that it has been successfully designed
and developed of a soil fertility detection system based on LED, camera, and deep learning using
high power UV LED, USB camera, and deep learning. Meanwhile, the results of system
implementation show that percentage of success of the system in detecting fertile and infertile soil
is 100%.
date: 2020-12-18
date_type: published
pages: 87
institution: UIN SUNAN KALIJAGA YOGYAKARTA
department: FAKULTAS SAINS DAN TEKNOLOGI
thesis_type: skripsi
thesis_name: other
citation:   M Faruq Najib, NIM.: 16620033  (2020) RANCANG BANGUN SISTEM DETEKSI KESUBURAN TANAH BERBASIS LED, KAMERA DAN DEEP LEARNING.  Skripsi thesis, UIN SUNAN KALIJAGA YOGYAKARTA.   
document_url: https://digilib.uin-suka.ac.id/id/eprint/43263/1/16620033_BAB-I_IV-atau-V_DAFTAR-PUSTAKA.pdf
document_url: https://digilib.uin-suka.ac.id/id/eprint/43263/2/16620033_BAB-II_sampai_SEBELUM-BAB-TERAKHIR.pdf