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a4d1c46
1
Parent(s): 48e5761
Update app.py
Browse files
app.py
CHANGED
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@@ -8,23 +8,23 @@ from transformers import TrOCRProcessor, VisionEncoderDecoderModel
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file = st.file_uploader("Upload an image", type=["jpg", "jpeg", "png"])
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# Display the uploaded image
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if file is not None:
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# Read the image data
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image = Image.open(file)
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#image=image.convert("RGB")
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#resized_image = image.resize((384, 384))
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processor = TrOCRProcessor.from_pretrained('microsoft/trocr-small-handwritten')
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model = VisionEncoderDecoderModel.from_pretrained('microsoft/trocr-small-handwritten')
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pixel_values = processor(images=resized_image, return_tensors="pt").pixel_values
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generated_ids = model.generate(pixel_values)
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generated_text = processor.batch_decode(generated_ids, skip_special_tokens=True)[0]
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# Display the image
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st.image(image, caption='Uploaded Image', use_column_width=True)
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# Print the shape of the image
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st.write(f"Text: {generated_text}")
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file = st.file_uploader("Upload an image", type=["jpg", "jpeg", "png"])
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# Display the uploaded image
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#if file is not None:
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# Read the image data
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#image = Image.open(file)
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#image=image.convert("RGB")
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#resized_image = image.resize((384, 384))
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#processor = TrOCRProcessor.from_pretrained('microsoft/trocr-small-handwritten')
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#model = VisionEncoderDecoderModel.from_pretrained('microsoft/trocr-small-handwritten')
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#pixel_values = processor(images=resized_image, return_tensors="pt").pixel_values
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#generated_ids = model.generate(pixel_values)
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#generated_text = processor.batch_decode(generated_ids, skip_special_tokens=True)[0]
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# Display the image
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#st.image(image, caption='Uploaded Image', use_column_width=True)
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# Print the shape of the image
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#st.write(f"Text: {generated_text}")
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