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blurred-machine / Generate-Synthetic-Images-with-DCGANs-in-Keras

In this project, I have built a DCGAN based synthetic image generator and a discriminator on the fashion-MNIST dataset. Generated synthetic images using DCGAN and tried to fool the discriminator

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gandcgan-tensorflowdeeplearningdiscriminatorgeneratorimage-processingprojectpythonjupyter-notebook

Generate-Synthetic-Images-with-DCGANs-in-Keras

In this project, I have built a DCGAN based synthetic image generator and a discriminator on the fashion-MNIST dataset. Generated synthetic images using DCGAN and tried to fool the discriminator

Implementation:

  • DCGAN based genetated imges over 12 epocs

mainGIF

  • DCGAN implementation understanding digram

dcgan

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In this project, I have built a DCGAN based synthetic image generator and a discriminator on the fashion-MNIST dataset. Generated synthetic images using DCGAN and tried to fool the discriminator

gandcgan-tensorflowdeeplearningdiscriminatorgeneratorimage-processingprojectpythonjupyter-notebook

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Language:Jupyter Notebook 99.9%Language:Python 0.1%