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app.py

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+import streamlit as st
+from PIL import Image
+import pytesseract
+
+pytesseract.pytesseract.tesseract_cmd = "/opt/homebrew/bin/tesseract"
+
+def extract_text(image):
+    try:
+        text = pytesseract.image_to_string(image, lang='eng',config='--psm 1')
+        return text
+    except Exception as e:
+        return str(e)
+
+def main():
+    st.title("Text Extraction from Image in English and Tamil")
+    uploaded_file = st.file_uploader("Upload an image", type=["jpg", "jpeg", "png"])
+
+    if uploaded_file is not None:
+        image = Image.open(uploaded_file)
+        st.image(image, caption="Uploaded Image", use_column_width=True)
+
+        text = extract_text(image)
+
+        st.success("Text extracted successfully!")
+        st.header("Extracted Text:")
+        st.write(text)
+
+if __name__ == "__main__":
+    main()

requirements.txt

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+altair==5.2.0
+attrs==23.2.0
+blinker==1.7.0
+cachetools==5.3.2
+certifi==2024.2.2
+charset-normalizer==3.3.2
+click==8.1.7
+gitdb==4.0.11
+GitPython==3.1.42
+idna==3.6
+importlib-metadata==7.0.1
+Jinja2==3.1.3
+jsonschema==4.21.1
+jsonschema-specifications==2023.12.1
+markdown-it-py==3.0.0
+MarkupSafe==2.1.5
+mdurl==0.1.2
+numpy==1.26.4
+packaging==23.2
+pandas==2.2.0
+pillow==10.2.0
+protobuf==4.25.3
+pyarrow==15.0.0
+pydeck==0.8.1b0
+Pygments==2.17.2
+pytesseract==0.3.10
+python-dateutil==2.8.2
+pytz==2024.1
+referencing==0.33.0
+requests==2.31.0
+rich==13.7.0
+rpds-py==0.18.0
+six==1.16.0
+smmap==5.0.1
+streamlit==1.31.1
+tenacity==8.2.3
+toml==0.10.2
+toolz==0.12.1
+tornado==6.4
+typing_extensions==4.9.0
+tzdata==2024.1
+tzlocal==5.2
+urllib3==2.2.1
+validators==0.22.0
+zipp==3.17.0