Update app.py

app.py

@@ -247,6 +247,10 @@ with demo:
                     "This pipeline consists of a stack of models powered by <strong>Detectron2"
                     "</strong> for layout analysis and table recognition. OCR will be provided as well. You can process"
                     "an image or even a PDF-document. Up to nine pages can be processed. <br />")
+        gr.Markdown("<center>Please note: The models for layout detection and table recognition are not open sourced. 
+        When you start using deepdoctection you will get models that have been trained on less diversified data and that will perform worse. 
+        OCR isn't open sourced either: It uses AWS Textract, which is a commercial service. Keep this in mind, before you get started with 
+        your installation and observe dissapointing results. Thanks. </center>")
         gr.Markdown("[https://github.com/deepdoctection/deepdoctection](https://github.com/deepdoctection/deepdoctection)")
     with gr.Box():
         gr.Markdown("<h2><center>Upload a document and choose setting</center></h2>")