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@@ -16,12 +16,23 @@ OCR and Text Search Web Application
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  This web application allows users to upload an image containing text in Hindi and English, perform Optical Character Recognition (OCR) on the image, and search for keywords within the extracted text.
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  Features
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- OCR processing for images containing Hindi and English text
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- Keyword search with context highlighting
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- Error handling and user feedback
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- Deployed on Hugging Face Spaces
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- Deployment on Hugging Face Spaces
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  This application is designed to be deployed on Hugging Face Spaces. To deploy:
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  Create a new Space on Hugging Face:
 
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  This web application allows users to upload an image containing text in Hindi and English, perform Optical Character Recognition (OCR) on the image, and search for keywords within the extracted text.
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  Features
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+ # OCR Text Extraction Tool
 
 
 
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+ This is a simple OCR (Optical Character Recognition) tool implemented using Streamlit. It allows users to upload an image and extract text from it using Tesseract OCR. Additionally, you can search for specific keywords within the extracted text.
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+
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+ ## How to Use
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+ 1. Upload an image file (JPG, JPEG, PNG).
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+ 2. The extracted text will be displayed.
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+ 3. Enter a keyword to search within the extracted text.
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+
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+ ## Prerequisites
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+ - Streamlit
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+ - OpenCV
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+ - Tesseract OCR
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+ - Numpy
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+ - Pillow
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+
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+ ## Deployment on Hugging Face Spaces
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  This application is designed to be deployed on Hugging Face Spaces. To deploy:
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  Create a new Space on Hugging Face: