Create app.py

app.py

@@ -0,0 +1,20 @@
+import gradio as gr
+import easyocr
+import numpy as np
+
+def perform_ocr(image):
+    reader = easyocr.Reader(['en'], gpu=False)
+    result = reader.readtext(image)
+    ocr_text = '\n'.join([entry[1] for entry in result])
+    return ocr_text
+
+
+with gr.Blocks() as demo:
+    with gr.Tab("Extract Text"):
+        image_input = gr.inputs.Image()
+        text_output = gr.outputs.Textbox()
+        button = gr.Button("Perform OCR")
+
+    button.click(perform_ocr, inputs=image_input, outputs=text_output)
+
+demo.launch()