Cervical Cell Image Classification-Based Knowledge Distillation

Cervical Cell Image Classification-Based Knowledge Distillation

Current deep-learning-based cervical cell classification methods suffer from parameter redundancy and poor model generalization performance, which creates challenges for the intelligent classification of cervical cytology smear images. In this paper, we establish a method for such classification tha...

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Bibliographic Details
Main Authors: Wenjian Gao, Chuanyun Xu, Gang Li, Yang Zhang, Nanlan Bai, Mengwei Li
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Biomimetics
Subjects:
deep learning
cervical cells
image classification
transfer learning
knowledge distillation
self-distillation
Online Access:https://www.mdpi.com/2313-7673/7/4/195

Internet

https://www.mdpi.com/2313-7673/7/4/195

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