White Blood Cell Classification: Convolutional Neural Network (CNN) and Vision Transformer (ViT) under Medical Microscope

White Blood Cell Classification: Convolutional Neural Network (CNN) and Vision Transformer (ViT) under Medical Microscope

Deep learning (DL) has made significant advances in computer vision with the advent of vision transformers (ViTs). Unlike convolutional neural networks (CNNs), ViTs use self-attention to extract both local and global features from image data, and then apply residual connections to feed these feature...

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Bibliographic Details
Main Authors: Mohamad Abou Ali, Fadi Dornaika, Ignacio Arganda-Carreras
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Algorithms
Subjects:
convolutional neural network (CNN)
vision transformer (ViT)
ImageNet models
transfer learning (TL)
machine learning (ML)
deep learning (DP)
Online Access:https://www.mdpi.com/1999-4893/16/11/525

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