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Aumkeshchy2003
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a73bb26
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Parent(s):
1d7f623
Update app.py
Browse files
app.py
CHANGED
@@ -2,12 +2,30 @@ from typing import List
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import pytesseract
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from PIL import Image
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import gradio as gr
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def tesseract_ocr(filepath: str, languages: List[str]):
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image = Image.open(filepath)
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title = "Tesseract OCR"
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description = "Gradio demo for Tesseract."
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@@ -18,7 +36,7 @@ demo = gr.Interface(
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fn=tesseract_ocr,
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inputs=[
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gr.Image(type="filepath", label="Input"),
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gr.
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],
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outputs='text',
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title=title,
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import pytesseract
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from PIL import Image
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import re
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import gradio as gr
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def tesseract_ocr(filepath: str, languages: List[str]):
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image = Image.open(filepath)
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extracted_text = pytesseract.image_to_string(image=image, lang=', '.join(languages))
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return extracted_text
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def search_and_highlight(text, keyword):
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highlighted_text = re.sub(f"({keyword})", r"<mark>\1</mark>", text, flags=re.IGNORECASE)
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return highlighted_text
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def ocr_and_search(str, keyword):
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if image is None:
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return "Please upload an image."
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extracted_text = tesseract_ocr(str)
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if keyword:
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highlighted_text = search_and_highlight(extracted_text, keyword)
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return highlighted_text
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else:
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return extracted_text
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title = "Tesseract OCR"
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description = "Gradio demo for Tesseract."
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fn=tesseract_ocr,
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inputs=[
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gr.Image(type="filepath", label="Input"),
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gr.Textbox(label="Keyword to Highlight", placeholder="Enter a keyword...") # Keyword input
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],
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outputs='text',
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title=title,
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