Alifya Febriana

Hi, I'm Alifya!

alifya-profile.jpg

Welcome to my digital garden. :herb: :hatching_chick:

I am a final-year Masters student at Yuan Ze University pursuing an MS in Electrical Engineering. My research interest is in deep learning and computer vision.

At YZU, I had the opportunity to conduct research under the guidance of Prof. Chih-Yang Lin on a project coffee bean and I also join his Lab; The Computer Vision and Interactive Technology (CVIT Lab) which is one of the Department of Mechanical Engineering Laboratories in National Central University (NCU).

In 2022, I graduated with distinction from Syiah Kuala University with a BEng (Bachelor of Engineering) in Computer Engineering. My undergraduate honors thesis on provide a lightweight and understandable intelligent coffee bean automation sort accurately system that uses deep learning to assist farmers in sorting green bean arabica by variety using the benchmark deep learning models under the supervision of Dr. Kahlil, S.T., M.Eng.

I always interested to learn new things and develop my skills to participate in various events both inside and outside the university.

recent news
(see all)

Nov 24, 2023 Won Gold Award in the 1st place :medal_sports: at DIGI+ X TCA Global Digital Talent Awards with innovation “Smart Gloves for Vtuber Interaction” with my team (Gloshi Team) 🤓
Oct 11, 2023 Invited Speaker at AWS Cloud Certification Experience Sharing Event hosted by The College of Electrical and Communication Engineering at Yuan Ze University [Poster]
Aug 02, 2023 Our paper “Pseudo-LiDAR Meets Agriculture: Leveraging 3D Monocular Point Cloud Processing for Coffee Beans” is accepted to the IEEE 2nd International Conference on Computer System, Information Technology, and Electrical Engineering (COSITE) 🎉
Jul 12, 2023 We released a new computer vision and deep learning text-book with a title “Computer Vision Berbasis Deep Learning Untuk Aplikasi Pertanian: Teori dan Praktik” with Nodeflux :palm_tree: :blue_book:
Jun 30, 2023 Started my Software Engineer Internship at Taiwan Textile Research Institute (TTRI) :shirt: :taiwan:

selected publications
(see all)

  1. IEEE
    Pseudo-LiDAR Meets Agriculture: Leveraging 3D Monocular Point Cloud Processing for Coffee Beans
    Alifya Febriana, Isack Farady, Po-Chiang Lin, and 2 more authors
    In 2023 2nd International Conference on Computer System, Information Technology, and Electrical Engineering (COSITE) , Aug 2023
  2. Springer
    Performance Evaluation of Coffee Bean Binary Classification through Deep Learning Techniques
    Fajrul Islamy, Kahlil Muchtar, Fitri Arnia, and 4 more authors
    In Conference on Innovative Technologies in Intelligent Systems and Industrial Applications , Oct 2022
  3. IEEE
    USK-COFFEE Dataset: A Multi-class Green Arabica Coffee Bean Dataset for Deep Learning
    Alifya Febriana, Kahlil Muchtar, Rahmad Dawood, and 1 more author
    In 2022 IEEE International Conference on Cybernetics and Computational Intelligence (CyberneticsCom) , Jun 2022
  4. IEEE
    Embedded-based Tomato Septoria Leaf Detection with Intel Movidius Neural Compute Stick
    Kahlil Muchtar, Chairuman Chairuman, Maya Fitria, and 4 more authors
    In 2021 IEEE 10th Global Conference on Consumer Electronics (GCCE) , Oct 2021