Create app.py

app.py

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+import gradio as gr
+import easyocr
+import re
+from PIL import Image
+
+# Initialize EasyOCR Reader
+reader = easyocr.Reader(['en', 'hi'])
+
+# Function to extract text and search for a keyword
+def extract_and_search_text(image, keyword):
+    results = reader.readtext(image)
+    extracted_text = " ".join([text for (_, text, _) in results])
+    
+    if not keyword:
+        return extracted_text, "Enter a keyword to search."
+    
+    # Highlight the matching keyword
+    highlighted_text = re.sub(f"({keyword})", r"<mark>\1</mark>", extracted_text, flags=re.IGNORECASE)
+    
+    if keyword.lower() in extracted_text.lower():
+        return extracted_text, highlighted_text
+    else:
+        return extracted_text, "No matches found for the keyword."
+
+# Gradio interface with keyword input
+iface = gr.Interface(
+    fn=extract_and_search_text,
+    inputs=[gr.Image(type="pil"), gr.Textbox(label="Enter keyword")],
+    outputs=[gr.Textbox(label="Extracted Text"), gr.HTML(label="Search Results")],
+    title="Image Text Extraction and Keyword Search using EasyOCR",
+    description="Upload an image, extract the text, and search for a keyword within the extracted text."
+)
+
+# Launch the Gradio interface
+iface.launch()