Deep Cleaner—A Few Shot Image Dataset Cleaner Using Supervised Contrastive Learning

Deep Cleaner—A Few Shot Image Dataset Cleaner Using Supervised Contrastive Learning

Images are increasingly used for AI-based diagnosis and analysis of many diseases like cervical cancer, mouth cancer, glucose analysis from retina etc. In many cases, data collection is done by specialised camera modules which capture images of affected areas. As with any other sources of data, this...

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Bibliographic Details
Main Authors: M. B. Bijoy, Bhanu Prakash Pebbeti, A. Sai Manoj, S. Abdul Fathaah, Akash Raut, P. N. Pournami, P. B. Jayaraj
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Cervical cancer
cervix
data cleaning
deep learning
few shot learning
medical imaging
Online Access:https://ieeexplore.ieee.org/document/10049549/

Internet

https://ieeexplore.ieee.org/document/10049549/

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