Combining Lightweight Deep Learning Models with Data Augmentation for Analysis of Cervical Cells

Mã QR

Combining Lightweight Deep Learning Models with Data Augmentation for Analysis of Cervical Cells

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ((LNICST,volume 649)); International Conference on Smart Objects and Technologies for Social Good; pp: 173-182.

Đã lưu trong:

書目詳細資料
Những tác giả chính:	Le, Thi Thu Nga, Doan, Phuoc Dat, Phan, Nguyen Thanh An, Tran, Thi Thanh, Tran, Tuan Dat, Nguyen, Hoang Khang
格式:	Bài viết
語言:	English
出版:	Springer Nature 2025
主題:	Lightweight deep learning Data augmentation MobileNet EfficientNet Computational efficiency Cervical cells
在線閱讀:	https://doi.org/10.1007/978-3-032-01497-9_16 https://elib.vku.udn.vn/handle/123456789/5912
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

Thư viện lưu trữ:	Trường Đại học Công nghệ Thông tin và Truyền thông Việt Hàn - Đại học Đà Nẵng

相似書籍

A Compact Version of EfficientNet
由: Hoang, Van Thanh, et al.
出版: (2023)

Detecting Abnormal Cervical Cells Based on Segmentation of Overlapping Cells
由: Nguyen, Duc Hao, et al.
出版: (2025)

An Improved Transfer Learning-Based Approach for Detecting Abnormal Cervical Cells from Pap Smear Microscopic Images
由: Le, Thi Thu Nga, et al.
出版: (2023)

Car Detector Based on YOLOv5 for Parking Management
由: Nguyen, Duy Linh, et al.
出版: (2023)

Xây dựng ứng dụng phân loại loài hoa sử dụng thư viện ML.NET
由: La, Quốc Thắng, et al.
出版: (2022)

Identify Problems of Electrical Insulators using Multi-Task Learning
由: Bui, Huy Trinh, et al.
出版: (2024)

Augmented Reality-based Mobile Application for Learning English
由: Chau, Thi Ma, et al.
出版: (2024)

Deep learning model to identify Vietnamese historical figures
由: Vo, Dinh Phu, et al.
出版: (2025)

Enhancing Software Fault Localization with Variational Autoencoder and Residual Neural Networks
由: Cao, Thi Nham, et al.
出版: (2025)

Efficiency unit & production unit
出版: (1967)

A simple and highly efficient method for surface treatment of Ti substrates for use in dye-sensitized solar cells /
由: Yun, Ho-Gyeong.

Building an application to classify gender, age, and emotion using Deep Learning
由: Le, Dac Khoa
出版: (2024)

Augmenting Customer Experience with SharePoint Online
由: Waghmare, Charles
出版: (2020)

A two-stage approach to efficiency modeling : An application to the australian hospital food production industry /
由: Assaf, A.

Detection of Driver Sleepiness using Deep Learning
由: Trinh, Quang Tin
出版: (2023)

A study on semi-supervised solutions for overlapped cell classification
由: Nguyen, Duc Hao, et al.
出版: (2025)

PAC-Performance analysis and control
由: Kadota, Takeji
出版: (1970)

We too can prosper :
由: Hutton, Graham
出版: (1953)

Tritention U-Net: A Modified U-Net Architecture for Lung Tumor Segmentation
由: Le, Nguyen Hung, et al.
出版: (2023)

Deep Learning for Computer Vision with Python (1st Edition)
由: Starter, Bundle, et al.
出版: (2023)

Building an application for identifying Birds using Deep Learning model
由: Nguyen, Si Thien
出版: (2024)

Combine Deep Learning And Big Data By Transfer Learning: Apply To Solve Sentiment Analysis Problem In Vietnamese Language
由: Le, Van Minh
出版: (2021)

Mobile ASP.NET MVC 5
由: Sowell, Eric.

Building an app to identify Bird species using Deep Learning models
由: Nguyen, Thi Quynh Nhu
出版: (2024)

Image colorization using Deep Learning
由: Nguyen, Tai Cuong
出版: (2022)

Learn deep learning methods on the problem of identifying points and student codes
由: Tran, Binh Minh
出版: (2022)

Comparing four methods of augmentative release of Eretmocerus nr. emiratus against Bemisia argentifolii /
由: Gould, Juli R.

Xamarin Continuous Integration and Delivery. 1st ed.
由: Versluis, Gerald
出版: (2020)

Industrial organization in Japan
由: Caves, Richard E.
出版: (1976)

Exploring Scalability in Large-Scale Time Series in DeepVATS Framework
由: Valenzuela, Inmaculada Santamaria, et al.
出版: (2024)

Deep learning researching builds an application to recognize smoke and fire in fire protection
由: Tran, Khanh Duy
出版: (2024)

Building Su Viet website integrating ai for recognizing vietnamese historical figures
由: Vo, Dinh Phu, et al.
出版: (2025)

Building a Deep Learning Model for Diagnosing Skin Diseases
由: Dang, Phuoc Tien
出版: (2025)

Augmentative biological control of arthropods in Latin America /
由: Lenteren, Joop C. Van.

Stable and efficient solid-state light-emitting electrochemical cells based on a series of hydrophobic iridium complexes /

Research and development of a Fire Detection System using Deep Learning
由: Nguyen, Minh Tri
出版: (2024)

Research And Implementation Of Deep Learning Models In Identifying Financial Transaction Fraud
由: Hoang, Xuan Thang
出版: (2025)

Elemental Composition of Women's Fingernails: A Comparative Analysis Between Cervical Cancer Patients and Healthy Individuals
由: Nguyễn, Thị Minh Sang, et al.
出版: (2025)

Deep Learning-Based Approach for Automatic Detection of Malaria in Peripheral Blood Smear Images
由: Pham, Vu Thu Nguyet, et al.
出版: (2023)

An external quantum efficiency technique to directly observe current balancing in tandem organic photovoltaics /