Deep learning object detector using a combination of Convolutional Neural Network (CNN) architecture (MiniVGGNet) and classic object detection algorithm

• Main Authors: Ismail, Asmida, Ahmad, Siti Anom, Che Soh, Azura, Hassan, Mohd Khair, Harith, Hazreen Haizi
• Format: Article
• Language: English
• Published: Universiti Putra Malaysia Press 2020
• Online Access: http://psasir.upm.edu.my/id/eprint/81052/1/CNN.pdf; http://psasir.upm.edu.my/id/eprint/81052/; http://www.pertanika.upm.edu.my/pjst/browse/special-issue?article=JST(S)-0566-2020

The object detection system is a computer technology related to image processing and computer vision that detects instances of semantic objects of a certain class in digital images and videos. The system consists of two main processes, which are classification and detection. Once an object instance...