paudelanil commited on
Commit
8b27076
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1 Parent(s): abd170d

Update app.py

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Files changed (1) hide show
  1. app.py +5 -2
app.py CHANGED
@@ -1,10 +1,13 @@
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  import gradio as gr
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- from transformers import VisionEncoderDecoderModel, TrOCRProcessor
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  from PIL import Image
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  # Load the model and processor from Hugging Face
 
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  model = VisionEncoderDecoderModel.from_pretrained("paudelanil/trocr-devanagari")
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- processor = TrOCRProcessor.from_pretrained("paudelanil/trocr-devanagari")
 
 
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  device = 'cuda' if torch.cuda.is_available() else 'cpu'
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  model.to(device)
 
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  import gradio as gr
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+ from transformers import VisionEncoderDecoderModel, TrOCRProcessor, AutoTokenizer
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  from PIL import Image
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  # Load the model and processor from Hugging Face
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+ tokenizer = AutoTokenizer.from_pretrained("paudelanil/trocr-devanagari")
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  model = VisionEncoderDecoderModel.from_pretrained("paudelanil/trocr-devanagari")
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+ feature_extractor = ViTFeatureExtractor.from_pretrained('google/vit-base-patch16-224-in21k')
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+
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+ processor = TrOCRProcessor(feature_extractor=feature_extractor, tokenizer=tokenizer)
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  device = 'cuda' if torch.cuda.is_available() else 'cpu'
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  model.to(device)