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rajsecrets0
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โข
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Parent(s):
3bb3f69
Create app.py
Browse files
app.py
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import streamlit as st
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from PIL import Image
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import pytesseract
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import shutil
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# Streamlit app title
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st.title("Image to Text Extraction App ๐ผ๏ธ๐")
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# Prompt for image upload
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uploaded_file = st.file_uploader("Upload an image", type=["jpg", "jpeg", "png"])
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# Check if tesseract is installed and in PATH
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pytesseract.pytesseract.tesseract_cmd = shutil.which("tesseract") or None
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# If an image is uploaded, perform OCR
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if uploaded_file is not None:
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image = Image.open(uploaded_file)
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st.image(image, caption="Uploaded Image", use_column_width=True)
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# Perform OCR using Tesseract
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with st.spinner("Extracting text..."):
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text = pytesseract.image_to_string(image)
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# Display the extracted text
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st.subheader("Extracted Text:")
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st.write(text)
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else:
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st.warning("Please upload an image file to extract text.")
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