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app5.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
+annotated-types==0.6.0
+anyio==4.2.0
+assemblyai==0.20.2
+attrs==23.2.0
+blinker==1.7.0
+cachetools==5.3.2
+certifi==2023.11.17
+cffi==1.16.0
+charset-normalizer==3.3.2
+click==8.1.7
+colorama==0.4.6
+distro==1.9.0
+exceptiongroup==1.2.0
+fastapi==0.109.2
+ffmpeg-python==0.2.0
+future==0.18.3
+gitdb==4.0.11
+GitPython==3.1.41
+google-api-core==2.16.2
+google-api-python-client==2.116.0
+google-auth==2.27.0
+google-auth-httplib2==0.2.0
+googleapis-common-protos==1.62.0
+gunicorn==21.2.0
+h11==0.14.0
+httpcore==1.0.2
+httplib2==0.22.0
+httptools==0.6.1
+httpx==0.26.0
+idna==3.6
+importlib-metadata==7.0.1
+isodate==0.6.1
+Jinja2==3.1.3
+jsonschema==4.21.1
+jsonschema-specifications==2023.12.1
+lxml==5.1.0
+markdown-it-py==3.0.0
+MarkupSafe==2.1.4
+mdurl==0.1.2
+numpy==1.26.3
+openai==1.10.0
+opencv-python==4.9.0.80
+opencv-python-headless>=4.5.3.56
+outcome==1.3.0.post0
+packaging==23.2
+pandas==2.2.0
+pillow==10.2.0
+protobuf==4.25.2
+pyarrow==15.0.0
+pyasn1==0.5.1
+pyasn1-modules==0.3.0
+pycountry==23.12.11
+pycparser==2.21
+pycryptodome==3.20.0
+pydantic==2.6.0
+pydantic_core==2.16.1
+pydeck==0.8.1b0
+pydub==0.25.1
+Pygments==2.17.2
+pyparsing==3.1.1
+PySocks==1.7.1
+python-dateutil==2.8.2
+python-dotenv==1.0.1
+pytz==2023.4
+PyYAML==6.0.1
+referencing==0.33.0
+requests==2.31.0
+rich==13.7.0
+rpds-py==0.17.1
+rsa==4.9
+six==1.16.0
+smmap==5.0.1
+sniffio==1.3.0
+sortedcontainers==2.4.0
+SpeechRecognition==3.10.1
+starlette==0.36.3
+streamlink==6.5.1
+streamlit==1.31.0
+tenacity==8.2.3
+toml==0.10.2
+toolz==0.12.1
+tornado==6.4
+tqdm==4.66.1
+trio==0.24.0
+trio-websocket==0.11.1
+typing_extensions==4.9.0
+tzdata==2023.4
+tzlocal==5.2
+uritemplate==4.1.1
+urllib3==2.2.0
+uvicorn==0.27.1
+uvloop==0.19.0
+validators==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+websocket-client==1.7.0
+websockets==12.0
+wsproto==1.2.0
+zipp==3.17.0