Create app.py

app.py

@@ -0,0 +1,40 @@
+import gradio as gr
+import easyocr
+import re
+
+
+r = easyocr.Reader(['en', 'hi'])
+
+def process_image(image, keyword):
+    
+    result = r.readtext(image, detail=0)
+    extracted_text = " ".join(result)
+
+    
+    color = "#228B22" 
+    if keyword:
+        highlighted_text = re.sub(f"({re.escape(keyword)})", 
+                                   f"<mark style='background-color: {color};'>{keyword}</mark>", 
+                                   extracted_text, 
+                                   flags=re.IGNORECASE)
+    else:
+        highlighted_text = extracted_text
+
+    
+    if keyword and keyword.lower() in extracted_text.lower():
+        return f"Keyword '{keyword}' found in the text.", highlighted_text
+    else:
+        return f"Keyword '{keyword}' not found.", highlighted_text
+
+# Gradio interface
+interface = gr.Interface(
+    fn=process_image,
+    inputs=["image", "text"],
+    outputs=["text", "html"],
+    title=" 📝 TextFinder OCR 📝",
+    description="Input your image, get the text 📜 and search for keywords 🔍.....:)"
+)
+
+# Launch the app
+if __name__ == "__main__":
+    interface.launch()