Update app.py

app.py

@@ -0,0 +1,22 @@
+import gradio as gr
+from transformers import pipeline
+
+# Load the text extraction model
+ocr_model = pipeline("image-to-text", model="microsoft/monologg-ocr")
+
+def extract_text(image):
+    # Perform OCR
+    text = ocr_model(image)[0]['generated_text']
+    return text
+
+# Create the Gradio interface
+iface = gr.Interface(
+    fn=extract_text,
+    inputs=gr.Image(type="pil"),  # Accepts image input
+    outputs="text",                # Outputs extracted text
+    title="Image to Text Extractor",
+    description="Upload an image to extract text from it."
+)
+
+# Launch the interface
+iface.launch()