Transfer learning using inception-ResNet-v2 model to the augmented neuroimages data for autism spectrum disorder classification

N Dominic, TW Cenggoro, A Budiarto… - Commun. Math. Biol …, 2021 - scik.org
From a psychiatric perspective, the detection of Autism Spectrum Disorders (ASD) can be
seen from the differences in some parts of the brain. The availability of the four-dimensional …

Deep learning for oil palm fruit ripeness classification with DenseNet

H Herman, TW Cenggoro, A Susanto… - 2021 international …, 2021 - ieeexplore.ieee.org
Oil palm fruit farming is one of the most leading agriculture industries in the South East Asia
region. Unfortunately, most of the harvesting method is still done through manual labor …

Detecting Hemileia vastatrix using vision AI as supporting to food security for smallholder coffee commodities

T Suparyanto, E Firmansyah… - … Series: Earth and …, 2022 - iopscience.iop.org
The loss of food crops during the COVID-19 pandemic threatens food security in Indonesia
as one of the world's top coffee producers. This affects the insecurity of coffee commodities …

[PDF][PDF] Repurposing transfer learning strategy of computer vision for owl sound classification

KW Gunawan, AA Hidayat, TW Cenggoro… - Procedia Comput …, 2023 - researchgate.net
Accurately predicting an owl species based on its sound can be helpful for owl conservation.
To build an accurate model for owl sound classification, deep learning is currently the most …

RHC: a dataset for in-room and out-room human counting

B Pardamean, HH Muljo, F Abid, A Susanto… - Procedia Computer …, 2021 - Elsevier
In recent years, research in human counting from CCTV (Closed Circuit Television) images
have found an increasing demand to be deployed in real-world applications. The …

Machine Learning Approaches in Detecting Autism Spectrum Disorder

N Dominic, TW Cenggoro, B Pardamean - Procedia Computer Science, 2023 - Elsevier
Abstract Early detection of Autism Spectrum Disorder (ASD) needs to be increased to
prevent further adverse impacts. Thus, the classifi-cation between ASD and Typically …

Implementation of Computer Vision of Jakarta Weather Image Categorization Using ResNet

K Purwandari, JWC Sigalingging, AA Hidayat… - Procedia Computer …, 2023 - Elsevier
At the moment, weather data is crucial for supporting neighborhood activities. The economy
and trade are both centered in Jakarta, which is also Indonesia's capital. Therefore, it is …

Enabling a massive data collection for hotel receptionist chatbot using a crowdsourcing information system

R Levannoza, RF Latif, SI Nurkafianti… - 2020 International …, 2020 - ieeexplore.ieee.org
With the heavy utilization of deep learning, modern chatbot systems require massive training
dataset to achieve their peak performance. Without exception, the development of chatbot …

Confidentiality. Integrity, and Availability (CIA) Approach for Private Dataset Management System Design

M Isnan, GN Elwirehardja, D Ariansyah… - 2024 9th …, 2024 - ieeexplore.ieee.org
Dataset management systems are essential for assisting research and development (R&D)
organizations in applying data governance protocols, especially in managing the utilization …

An Efficient System to Collect Data for AI Training on Multi-Category Object Counting Task

B Haessel, MFA Rahman, S Andry… - 2021 1st International …, 2021 - ieeexplore.ieee.org
This study focused on the problem of collecting data to train AI for a multi-category object
counting task, which is like a standard object counting task, where we need to count the …