Deep learning for object recognition: A comprehensive review …
Despite these developments, object recognition remains a complex domain with persistent challenges and limitations. This work seeks to address these challenges by investigating the …
A Gentle Introduction to Object Recognition With Deep Learning
Jan 26, 2021 · Together, all of these problems are referred to as object recognition. In this post, you will discover a gentle introduction to the problem of object recognition and state-of-the-art …
Object Detection vs Object Recognition vs Image Segmentation
Jul 12, 2025 · Object recognition is the technique of identifying the object present in images and videos. It is one of the most important applications of machine learning and deep learning. The …
Object Recognition with Deep Learning | complete overview
Apr 19, 2025 · In this article, we will delve into the world of object recognition, exploring how it works, the role of deep learning, methods, and algorithms, use cases, and the distinction …
A Review of Machine Learning and Deep Learning for Object
Researchers in machine vision have dedicated their efforts to developing algorithms that facilitate these visual perception functions.
Object Recognition Using Deep Learning: How It Works
Feb 20, 2025 · At its core, object recognition using deep learning is the process of training AI models to identify and classify objects in digital images or videos. It allows machines to …
Deep Learning in Object Detection and Recognition - Springer
This book discusses recent advances in object detection and recognition using deep learning methods, which have achieved great success in the field of computer vision and image …
Get Started with Object Detection Using Deep Learning
Object detection using deep learning provides a fast and accurate means to predict the location of an object in an image. Deep learning is a powerful machine learning technique in which the …
Deep Learning in Object Detection: Advancements in Machine Learning …
It explores recent studies and advancements in visual recognition, with a focus on the applications of deep learning in fields like healthcare, robotics, and smart agriculture.
A comprehensive review of object detection with traditional and deep …
This study presents a comprehensive analysis of object detection methodologies, encompassing traditional approaches, deep learning-based techniques, and their subcategories, including …