Abstract: Detecting objects remains one of computer vision and image understanding applications’ most fundamental and challenging aspects. Significant advances in object detection have …

Jun 12, 2024 · Object detection merges image classification and localization. It detects multiple objects in an image, assigns labels to them, and provides their locations through bounding …

Oct 4, 2024 · Object detection is an important computer vision task used to detect instances of visual objects of certain classes (for example, humans, animals, cars, or buildings) in digital …

However, the rapid advancements in computer vision, particularly in object detection, have led to the emergence of numerous enhanced deep learning models. This study presents a …

Jan 27, 2024 · Using object detection, a fundamental computer vision task, has revolutionized how machines interpret the visual world. Unlike image classification, where the objective is to …

Feb 28, 2025 · For the introduction, emphasize the practical applications of object detection. In the technical background, dive into how CNNs work, the role of anchor boxes, and NMS. …

Jan 21, 2025 · In this guide, I’ll walk you through the basics of object detection, how it’s used in everyday life, the technology that makes it possible, and what you’ll need to know before …

Jun 19, 2023 · In this comprehensive guide, we will delve into the intricacies of object detection, its evolution, methodologies, and the impact it has had on the field of computer vision. What is …

Sep 29, 2023 · Object detection is a profound computer vision technique that identifies and labels objects within images, videos, and even live footage. Models that perform object detection are …

Jul 20, 2023 · This article gives you a basic knowledge of computer vision with extra focus on object detection and how to build a YOLO model for it. Everything is explained in layman’s …