An Extensive Study of Convolutional Neural Networks: Applications in Computer Vision for Improved Robotics Perceptions

An Extensive Study of Convolutional Neural Networks: Applications in Computer Vision for Improved Robotics Perceptions

Convolutional neural networks (CNNs), a type of artificial neural network (ANN) in the deep learning (DL) domain, have gained popularity in several computer vision applications and are attracting research in other fields, including robotic perception. CNNs are developed to autonomously and effective...

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Bibliographic Details
Main Authors: Ravi Raj, Andrzej Kos
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Sensors
Subjects:
artificial intelligence (AI)
computer vision
convolutional neural network (CNN)
deep learning (DL)
machine learning (ML)
mobile robot (MR)
Online Access:https://www.mdpi.com/1424-8220/25/4/1033

Internet

https://www.mdpi.com/1424-8220/25/4/1033

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