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Car-DCGAN-Keras

training exemple exemple2 exemple3 exemple3 exemple4

  • My implementation of a DCGAN in keras with tensorflow.

  • The usage is simple, run gan.py to train the generator and discriminator, if you want to generate images, just execute generate.py. You can create a gif from your training image by executing gif.py.

  • training image are in the "car" folder, generated images from generate.py are in the "gen" folder (some exemples are already in the folder), the dataset should be in the "car_img" folder (a few images are in just for exemple, if you want the full dataset, please download : http://ai.stanford.edu/~jkrause/cars/car_dataset.html). Models are in the "vroum" folder (vroumdis.h5 for the discriminator and vroumgen.h5 for the generator).