Create app.py

app.py

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+import gradio as gr
+import easyocr
+
+# Initialize the EasyOCR Reader
+reader = easyocr.Reader(['en'], gpu=False)  # Set gpu=True if GPU is available
+
+def extract_text_from_image(image):
+    # Perform OCR on the image
+    results = reader.readtext(image)
+    
+    # Extract detected text
+    extracted_text = "\n".join([result[1] for result in results])
+    
+    return extracted_text
+
+# Define Gradio Interface
+interface = gr.Interface(
+    fn=extract_text_from_image,       # Function to run
+    inputs=gr.Image(type="filepath"), # Upload an image
+    outputs="text",                   # Display extracted text
+    title="Image Text Extractor",
+    description="Upload an image to extract text using OCR."
+)
+
+# Launch the app
+if __name__ == "__main__":
+    interface.launch()