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A Short Review on Supervised Machine Learning and Deep Learning Techniques in Computer Vision

Ahmed Adil Nafea, Saeed Amer Alameri, Russel R. Majeed, Meaad Ali Khalaf, Mohammed M AL-Ani

2024Babylonian Journal of Machine Learning63 citationsDOIOpen Access PDF

Abstract

In last years, computer vision has shown important advances, mainly using the application of supervised machine learning (ML) and deep learning (DL) techniques. The objective of this review is to show a brief review of the current state of the field of supervised ML and DL techniques, especially on computer vision tasks. This study focuses on the main ideas, advantages, and applications of DL in computer vision and highlights their main concepts and advantages. This study showed the strengths, limitations, and effects of computer vision supervised ML and DL techniques.

Topics & Concepts

Computer scienceArtificial intelligenceMachine learningDeep learningBrain Tumor Detection and Classification