Upload ImagenToTexto.py

ImagenToTexto.py

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+import cv2
+import pytesseract
+import gradio as gr
+
+# ------------------------- Function to extract text from an image -------------------------
+def extract_text_from_image(image):
+    pytesseract.pytesseract.tesseract_cmd = r'C:\Program Files\Tesseract-OCR\tesseract.exe'
+    gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)  # Convert the image from BGR to grayscale
+    text = pytesseract.image_to_string(gray)  # Extract text from the grayscale image
+    return text
+
+
+#------------------------------- Graphic interface --------------------------------
+# Define Gradio interface
+iface = gr.Interface(
+    fn=extract_text_from_image, 
+    inputs=gr.Image(numpy="file", label="Upload Image"), 
+    outputs="text",
+    title="OCR APP ",
+    description="Upload an image and we'll extract the text for you.",
+    layout="unaligned",
+)
+
+# Launch Gradio Interface
+iface.launch(share=True)
+