GitHub - 97andrea97/Conditional-Face-Generation-ACGAN: Face generation using ACGAN conditioned with 40 attributes. Dataset: CelebA.

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Face generation using ACGAN conditioned with 40 attributes. Dataset: CelebA.

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
ACGAN.ipynb		ACGAN.ipynb
GAN.ipynb		GAN.ipynb
Presentation.pdf		Presentation.pdf
README.txt		README.txt
Report.pdf		Report.pdf
gan_generator100epoch.h5		gan_generator100epoch.h5
generate_images.ipynb		generate_images.ipynb
list_attr_celeba.csv		list_attr_celeba.csv

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The notebook "ACGAN" and "GAN" contain respectively the codes to define and train the ACGAN and the GAN.
the notebook "generate images" uses the saved models "cgan_final_100epoch" or "gan_final_100_eoch" to generate faces.
the notebook "metric_proposal" contains a metric proposal, which is actualy a negative result, it is not a reliable metric.
csv file "list_attr_celeba" contains the attributes of the images in the celebA dataset which must be downloaded to run the notebooks for training.