Sophie98 commited on
Commit
acda9fe
1 Parent(s): baaaa83
Files changed (1) hide show
  1. styleTransfer.py +18 -17
styleTransfer.py CHANGED
@@ -44,29 +44,30 @@ decoder = StyTR.decoder
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  Trans = transformer.Transformer()
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  embedding = StyTR.PatchEmbed()
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- decoder.eval()
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- Trans.eval()
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- vgg.eval()
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- new_state_dict = OrderedDict()
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- state_dict = torch.load(decoder_path)
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- decoder.load_state_dict(state_dict)
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- new_state_dict = OrderedDict()
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- state_dict = torch.load(Trans_path)
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- Trans.load_state_dict(state_dict)
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- new_state_dict = OrderedDict()
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- state_dict = torch.load(embedding_path)
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- embedding.load_state_dict(state_dict)
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- network = StyTR.StyTrans(vgg,decoder,embedding,Trans)
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- network.eval()
 
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- content_tf = content_transform()
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- style_tf = style_transform(style_size,style_size)
 
 
 
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- def StyleTransformer(content_img: Image, style_img: Image):
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  device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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  network.to(device)
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  content = content_tf(content_img.convert("RGB"))
 
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  Trans = transformer.Transformer()
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  embedding = StyTR.PatchEmbed()
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+ def StyleTransformer(content_img: Image, style_img: Image):
 
 
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+ decoder.eval()
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+ Trans.eval()
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+ vgg.eval()
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+ new_state_dict = OrderedDict()
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+ state_dict = torch.load(decoder_path)
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+ decoder.load_state_dict(state_dict)
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+ new_state_dict = OrderedDict()
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+ state_dict = torch.load(Trans_path)
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+ Trans.load_state_dict(state_dict)
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+ new_state_dict = OrderedDict()
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+ state_dict = torch.load(embedding_path)
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+ embedding.load_state_dict(state_dict)
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+ network = StyTR.StyTrans(vgg,decoder,embedding,Trans)
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+ network.eval()
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+
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+ content_tf = content_transform()
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+ style_tf = style_transform(style_size,style_size)
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  device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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  network.to(device)
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  content = content_tf(content_img.convert("RGB"))