[This article belongs to Volume - 56, Issue - 02, 2024]
Gongcheng Kexue Yu Jishu/Advanced Engineering Science
Journal ID : AES-30-10-2024-33

Title : ADVANCED OBJECT DETECTION USING ARTIFICIAL INTELLIGENCE BASED DEEP LEANING TECHNIQUES
Dhivya Karunya Sampath, Krishna Kumar, Cynthia Anbuselvi Thangaraj

Abstract :

Object detection is extensively utilized in computer vision and is essential for various Applications, like self-driving cars. Over the past fifty years, object detection techniques have evolved significantly, leading to numerous innovative approaches with notable success. Today, object recognition methods primarily fall into two categories: traditional machine learning techniques and deep learning methods. This article reviews object detection techniques, first summarizing traditional machine learning-based methods. It then examines two prominent deep learning approaches, R-CNN and YOLO. Finally, the article compares and discusses the mentioned methods.