A GAN-based federated learning architecture for data augmentation of medical images

A GAN-based federated learning architecture for data augmentation of medical images

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

Chi tiết về thư mục
Những tác giả chính: Al Rakin, Abdullah, Iqbal Majumder, MD. Akib, Kabir, Mohammad Farhan, Arafin, Rudmila
Tác giả khác: Reza, Tanzim
Định dạng: Luận văn
Ngôn ngữ:English
Được phát hành: Brac University 2023
Những chủ đề:
GAN
Generator
Discriminator
Federated Learning
OCT
Deep Convolutional Generative Adversarial Network (DCGAN)
Wasserstein GAN (WGAN)
Distributed GAN
Mode Collapse
Non-iid Data.
Natural language processing (Computer science)
Machine learning
Truy cập trực tuyến:http://hdl.handle.net/10361/18089

Internet

http://hdl.handle.net/10361/18089

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