Create app.py

app.py

@@ -0,0 +1,21 @@
+import gradio as gr
+from transformers import pipeline
+
+# Initialize the image-to-text pipeline
+extractor = pipeline("image-to-text", model="microsoft/git-base-textcaps")
+
+def extract_text(image):
+    result = extractor(image)
+    return result[0]['generated_text']
+
+# Create the Gradio interface
+iface = gr.Interface(
+    fn=extract_text,
+    inputs=gr.Image(type="pil"),
+    outputs="text",
+    title="Image Text Extractor",
+    description="Upload an image to extract text using Hugging Face's image-to-text model."
+)
+
+# Launch the app
+iface.launch()