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Deep Convolutional Generative Adversarial Network (DCGAN) for generating gemstones.

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This Gemstone Does Not Exist

Deep Convolutional Generative Adversarial Network (DCGAN) for generating gemstones.

Dependencies

Experimental Settings

  • Image resolution: 110x110x3 (Padded to 112x112x3)
  • No. of training images: 2937
  • Total training epochs: 15000

Examples of Generated Gemstones

Epoch 50

gem_50

Epoch 500

gem_500

Epoch 5000

gem_5000

Epoch 15000

gem_15000

References

About

Deep Convolutional Generative Adversarial Network (DCGAN) for generating gemstones.

Topics

keras generative-adversarial-network gan dcgan generative-model convolutional-neural-networks wgan gemstone cs6101

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