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Update app.py
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app.py
CHANGED
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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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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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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)
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