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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Al Rakin, Abdullah, Iqbal Majumder, MD. Akib, Kabir, Mohammad Farhan, Arafin, Rudmila
Rannpháirtithe: Reza, Tanzim
Formáid: Tráchtas
Teanga:English
Foilsithe / Cruthaithe: Brac University 2023
Ábhair:
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
Rochtain ar líne:http://hdl.handle.net/10361/18089

Ar líne

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

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