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miittnnss
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xoakkeyy

Unconditional Image Generation
Diffusers
PyTorch
dcgan
art
GAN
Model card Files Community
xoakkeyy
File size: 904 Bytes 
2674411
 
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{
  "model_name": "xoakkeyy-gan",
  "model_type": "dcgan",
  "generator": {
    "input_shape": [100],
    "hidden_layers": [
      {"units": 256, "activation": "relu"},
      {"units": 512, "activation": "relu"},
      {"units": 1024, "activation": "relu"}
    ],
    "output_shape": [64, 64, 3], 
    "output_activation": "tanh"
  },
  "discriminator": {
    "input_shape": [64, 64, 3],
    "hidden_layers": [
      {"units": 512, "activation": "relu"},
      {"units": 256, "activation": "relu"}
    ],
    "output_shape": [1],
    "output_activation": "sigmoid"
  },
  "optimizer": {
    "generator": {
      "type": "Adam",
      "learning_rate": 0.0002,
      "beta_1": 0.5
    },
    "discriminator": {
      "type": "Adam",
      "learning_rate": 0.0002,
      "beta_1": 0.5
    }
  },
  "loss_functions": {
    "generator": "binary_crossentropy",
    "discriminator": "binary_crossentropy"
  }
}