Create app.py

app.py

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+import gradio as gr
+import cv2
+import pytesseract
+from PIL import Image
+
+def ocr(image):
+    # Step 1: Convert the image to gray scale
+    gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
+
+    # Step 2: Perform OCR on the image
+    text = pytesseract.image_to_string(gray)
+
+    # Step 3: Prepare the output
+    output = {
+        "step1": "The first step is to convert the image to grayscale. This often improves the accuracy of OCR.",
+        "step1_image": gray,
+        "step2": "The second step is to perform OCR on the grayscale image using pytesseract.",
+        "step2_text": text
+    }
+
+    return output
+
+iface = gr.Interface(fn=ocr,
+                     inputs=gr.inputs.Image(type="pil"),
+                     outputs=["text", "image", "text", "text"])
+
+iface.launch()