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Convolutional Neural Network for Fruit Image Classification

DOI : 10.65136/jati.v7i1.108
Ng Yao Rong (1), Cheong Yew Kien (2), Mohammed Omer (3), How Yan Han (4), Zailan Arabee Abdul Salam (5)
(1) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(3) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(4) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(5) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 166
PDF : 144

Convolutional Neural Network for Fashion Images Classification (Fashion-MNIST)

DOI : 10.65136/jati.v7i1.139
Tang Jian Shiun (1), Tey Jia Yi (2), Pu Jun Yu (3), Por Jia Xin (4), Voon Pei Yi (5), Zailan Arabee Abdul Salam (6)
(1) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(3) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(4) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(5) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(6) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 160
PDF : 181

Visual Effect Generation Via Deep Convolutional Generative Adversarial Network

DOI : 10.65136/jati.v8i3.86
Cheng Min Yang (1), Murugananthan Velayutham (2)
(1) Asia Pacific University of Technology and Innovation Kuala Lumpur, Malaysia ,
(2) Asia Pacific University of Technology and Innovation Kuala Lumpur, Malaysia
34-37
Abstract : 192
PDF : 164

Using Domain Knowledge RCNN for Deepfake Detection

DOI : 10.65136/jati.v6i1.169
Yahya Sherif Solayman Mohamed (1), Nowshath K. Batcha (2)
(1) School of Computing Asia Pacific University of Technology and innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of Computing Asia Pacific University of Technology and innovation (APU) Kuala Lumpur, Malaysia
Abstract : 114
PDF : 151

A Comparison Review of Optimizers and Activation Functions For Convolutional Neural Networks

DOI : 10.65136/jati.v7i1.133
Ahmad Awad (1), Tharun Muthukumaran Umadevi (2), Joey Ng Ceng Yi (3), Toh Jian En (4), Koo Susan (5), Zailan Arabee Abdul Salam (6)
(1) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(3) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(4) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(5) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(6) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 128
PDF : 202

Understanding how noise affects the accuracy of CNN image classification

DOI : 10.65136/jati.v5i1.213
Yixian Lau (1), Weisheng Sim (2), Kiansing Chew (3), Yongxiang Ng (4), Zailan Arabee Abdul Salam (5)
(1) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(3) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(4) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(5) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 136
PDF : 117

Sign language recognition based on CNN with optimized activation function

DOI : 10.65136/jati.v8i1.57
Wen Han Lee (1), Jia Ling Tan (2), Zailan Arabee Abdul Salam (3), Huey Ying Teoh (4), Qin Jun Lee (5), Lai Tzi Syuen Suzanne (6)
(1) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(2) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(3) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(4) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(5) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(6) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia
9-14
Abstract : 136
PDF : 117

Application of Machine Learning for the Prediction and Management of Non-Communicable Diseases

DOI : 10.65136/jati.v8i4.98
Sepehr Jokanian (1)
(1) Artificial Intelligence Student Asia Pacific University of Technology & Innovation Kuala Lumpur, Malaysia
28-35
Abstract : 143
PDF : 142

Obstacle Avoidance Robot Using Convolutional Neural Network

DOI : 10.65136/jati.v6i1.188
Naseem Ahmed Abdo (1), Rosli Bin Yusop (2), Raed Abdulla (3)
(1) School of Engineering Asia Pacific University of Technology and innovation (APU) Kuala Lum, Malaysia ,
(2) School of Engineering Asia Pacific University of Technology and innovation (APU) Kuala Lumpur, Malaysia ,
(3) School of Engineering Asia Pacific University of Technology and innovation (APU) Kuala Lumpur, Malaysia
Abstract : 123
PDF : 162

Comparative Analysis of Neural Network Architectures: CNNs, RNNs, and Transformers in Real-World Applications

DOI : 10.65136/jati.v10i1.320
Manish Raut (1), Yogesh B. Gurav (2), Aditya Namdev Ghodke (3)
(1) MCA, Dr. D. Y. Patil Technical Campus, Varale, Pune, India ,
(2) Engineering, Dr. D. Y. Patil Technical Campus, Varale, Pune, India ,
(3) MCA, Dr. D. Y. Patil Technical Campus, Varale, Pune, India
103-112
Abstract : 383
PDF : 487

Review of Car Make & Model Recognition Systems

DOI : 10.65136/jati.v2i2.293
Zauraiz Alamgeer (1), Sathish Kumar Selvaperumal (2), Sophea Prum (3), Thang Ka Fei (4)
(1) MIMOS Bhd, Technology Park Malaysia, 57000 Kuala Lumpur, Malaysia ,
(2) School of Engineering, Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia, Bukit Jalil, Kuala Lumpur 57000, Malaysia ,
(3) MIMOS Bhd, Technology Park Malaysia, 57000 Kuala Lumpur, Malaysia ,
(4) School of Engineering, Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia, Bukit Jalil, Kuala Lumpur 57000, Malaysia
Abstract : 94
PDF : 144

A Machine Learning Approach for Face Mask Detection System with AdamW Optimizer

DOI : 10.65136/jati.v7i1.131
Leong Kah Meng (1), Ho Hooi Yi (2), Ng Bo Wei (3), Lim Jia Xin (4), Zailan Arabee Abdul Salam (5)
(1) School of computing Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,
(2) School of computing Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,
(3) School of computing Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,
(4) School of computing Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,
(5) School of computing Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia
Abstract : 538
PDF : 463
1 - 12 of 12 items