[PDF][PDF] Transfer Learning for Medicinal Plant Leaves Recognition: A Comparison with and without a Fine-Tuning Strategy

V Ayumi, E Ermatita, A Abdiansah… - … Journal of Advanced …, 2022 - researchgate.net
Plant leaves are another common source of information for determining plant species.
According to the dataset that has been collected, we propose transfer learning models …

[PDF][PDF] Effect of Random Splitting and Cross Validation for Indonesian Opinion Mining using Machine Learning Approach

M Purba, E Ermatita, A Abdiansah… - Int. J. Adv. Comput. Sci …, 2022 - academia.edu
Opinion mining has been a prominent topic of research in Indonesia, however there are still
many unanswered questions. The majority of past research has been on machine learning …

Implementation of Random Forest for Vehicle Type Classification using Gamma Correction Algorithm

H Noprisson, V Ayumi - JSAI (Journal Scientific and Applied …, 2023 - jurnal.umb.ac.id
Traffic control systems can be a valuable tool for monitoring road traffic by counting and
tracking vehicles in real time. This research is the initial research into the development of …

Herbal Leaf Classification using RCNN, Fast RCNN, Faster RCNN

S Duth, S Vedavathi, S Roshan - 2023 7th International …, 2023 - ieeexplore.ieee.org
Herbal leaf classification is an important task in botany and pharmacology with the
increasing demand for natural remedies, accurate identification and classification of herbal …

Implementasi Model Arsitektur VGG16 dan MobileNetV2 Untuk Klasifikasi Citra Kupu-Kupu

D Ramayanti, SD Asri, L Lionie - JSAI (Journal Scientific and …, 2022 - jurnal.umb.ac.id
Untuk mengurangi populasi kupu-kupu, perlu adanya strategi untuk memantau jumlah dan
spesies yang ada pada masing-masing ekosistem. Peran teknologi dapat membantu dalam …

Human Gesture Recognition for Elderly People Using User Training Interaction Data

N Ani, NM Ali, V Ayumi - International Visual Informatics Conference, 2023 - Springer
Research on human-computer interaction (HCI) has been widely developed for older
people. However, there needs to be more research studies on the deep learning model …

Hospital quality classification based on quality indicator data during the COVID-19 pandemic

I Nurhaida, I Dhamanti, V Ayumi… - … of Electrical and …, 2024 - pureportal.coventry.ac.uk
This research aim is to propose a machine learning approach to automatically evaluate or
categories hospital quality status using quality indicator data. This research was divided into …

A Data Driven AI Framework for Conversational Bot by Vision Transformers in Health Care Systems

D Sudharson, SMN Surraya, SO Retheneka… - … Conference on Artificial …, 2024 - Springer
Artificial intelligence (AI) is a disruptive force that increases productivity and provides
innovative solutions to difficult issues in many sectors. When it comes to natural remedies …

CNN and Edge-based Segmentation for the Identification of Medicinal Plants

P Kumar, V Kumar - 2024 5th International Conference on …, 2024 - ieeexplore.ieee.org
In Ayurveda, traditional and herbal medicine industries, it is of the utmost importance to
precisely identify the appropriate medicinal plants used in the production of medicines. A …

Literature Study: Transfer Learning for COVID-19 Disease Analysis Based on Chest X-ray Dataset

M Purba - JSAI (Journal Scientific and Applied Informatics), 2024 - jurnal.umb.ac.id
The urgency of the impact of the COVID-19 disease that attacks people around the world
encourages special research, especially in the field of artificial intelligence. This study aims …