espejelomar commited on
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9b08ee7
1 Parent(s): c417ada

Update utils.py

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Files changed (1) hide show
  1. utils.py +6 -2
utils.py CHANGED
@@ -2,13 +2,17 @@ import numpy as np
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  import torch
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  from huggan.pytorch.lightweight_gan.lightweight_gan import LightweightGAN
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  def carga_modelo(model_name="ceyda/butterfly_cropped_uniq1K_512", model_version=None):
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  gan = LightweightGAN.from_pretrained(model_name, version=model_version)
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  gan.eval()
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  return gan
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  def genera(gan, batch_size=1):
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  with torch.no_grad():
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  ims = gan.G(torch.randn(batch_size, gan.latent_dim)).clamp_(0.0, 1.0) * 255
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- ims = ims.permute(0,2,3,1).detach().cpu().numpy().astype(np.uint8)
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- return
 
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  import torch
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  from huggan.pytorch.lightweight_gan.lightweight_gan import LightweightGAN
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+
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+ ## Cargamos el modelo desde el Hub de Hugging Face
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  def carga_modelo(model_name="ceyda/butterfly_cropped_uniq1K_512", model_version=None):
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  gan = LightweightGAN.from_pretrained(model_name, version=model_version)
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  gan.eval()
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  return gan
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+
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+ ## Usamos el modelo GAN para generar imágenes
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  def genera(gan, batch_size=1):
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  with torch.no_grad():
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  ims = gan.G(torch.randn(batch_size, gan.latent_dim)).clamp_(0.0, 1.0) * 255
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+ ims = ims.permute(0, 2, 3, 1).detach().cpu().numpy().astype(np.uint8)
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+ return ims