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DCGAN Image Wonderland 🌈✨

Welcome to the DCGAN Image Wonderland! 🚀 This magical repository houses the enchanting journey of a Deep Convolutional Generative Adversarial Network (DCGAN) on its quest to create mesmerizing images.

✨ Journey Highlights

  1. Introduction to DCGAN Magic: Uncover the secrets of the mystical DCGAN realm, where pixels come to life in a symphony of creativity.

  2. Architects of the Enchantment: Meet the masterminds behind the magic—the Generator and the Discriminator! 🧙

  3. Training the Wizards: Join the training extravaganza as our wizards evolve their powers through epochs, conjuring images step by step.

  4. Gallery of Wonders: Behold the gallery! Wander through the Generator_Images/ where snapshots of magical moments are preserved after every 1000 training steps.

  5. Epochal Spells: Dive into the GIFs/ folder to witness GIFs capturing the metamorphosis of images across different epochs—pure visual sorcery! 🎩🐇

📜 Spellbook (Project Structure)

  • Generator_Images/: This realm holds images born from the generator's magic at various steps during its 10-epoch training saga.

  • GIFs/: Experience the time-traveling magic with GIFs showcasing the evolution of images through epochs.

  • Notebook/: The sacred scroll (DCGAN_Image_Generation.ipynb) reveals the arcane rituals behind the enchantment.

✨ How to Join the Quest

  1. Clone the Magical Kingdom:

    https://github.com/DeepNets-US/DC-GAN-PyTorch

  2. Consult the Spellbook: Open DC GAN MNIST.ipynb with Jupyter Notebook or any compatible enchantment chamber.

  3. Embark on the Visual Odyssey:

    • Explore the Generator_Images/ for enchanted snapshots.
    • Delight in the GIFs/ for a magical animation of image evolution.

  4. Share Your Magical Insights: Contribute your own spells! Open issues or pull requests to share your magical wisdom.

May your coding be enchanting and your images spellbinding! 🪄🌟

May the Pixels Be Ever in Your Favor! 🖼💫