Generating and compressing images from a large volume of discrete datasets using GANs along with different compression techniques and studying the results

Generating and compressing images from a large volume of discrete datasets using GANs along with different compression techniques and studying the results

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

Bibliografiske detaljer
Main Authors: Sajid, Mayeen Abedin, Jisan, Md. Tanvir Mahtab, Reza, Syeda Nowrin, Jueb, Ashraf Mufidul Islam, Meem, Tahmin Khandaker
Andre forfattere: Mostakim, Moin
Format: Thesis
Sprog:English
Udgivet: Brac University 2023
Fag:
GAN
CGAN
DCGAN
Discriminator
Image generation
K Means clustering
DCT
Testing
Compression
Epochs
Training
Pillow
Computer graphics
Image processing > Digital techniques
Online adgang:http://hdl.handle.net/10361/21794
Beskrivelse
Summary:This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

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