Comprehensive Analysis of Vision Transformer Models

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I need a freelancer to analyse three different types of vision transformer models: ViT, DeiT, and CCT. The evaluation must focus on their performance in classifying various eye diseases such as Glaucoma, Macular Degeneration, and Diabetic Retinopathy. The key objective of this project is to pinpoint the most efficient model for the task at hand.

Skills and Experience:

- Proficiency in working with ViT, DeiT, and CCT models.

- Strong background in analysing classified images of eye diseases.

- Proven record of implementing different vision transformer models for disease classification tasks.

These are the research questions I need in my research

1. Which eye diseases may be detected using the primary classification image models?

2. Which datasets are used by vision transformer models, and what are their typical advantages and disadvantages when it comes to diagnosing eye conditions?

Medicina Pesquisa Deep Learning Redação técnica

ID do Projeto: #38062241

Sobre o projeto

27 propostas Projeto remoto Ativo em semana passada

27 freelancers estão ofertando em média $123 nesse trabalho

assignsolver

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7.6
HelpingHut

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7.2
smtechnology

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TopWritingGuru

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6.1
professorxwriter

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6.0
wilfrednjorog

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5.1
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janita24

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Imtiwrites99

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2.6
DebbieWhite23

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2.0
Nidafreelancer86

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(1 Comentário)
1.6
ajeshjanardanan

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malaikamb2001

With a solid background in Data Analysis and extensive experience with popular vision transformer models like ViT, DeIT, and CCT, I am well-equipped to tackle the comprehensive analysis of these models you require. My Mais

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0.0