Updated app

app.py

@@ -1,6 +1,4 @@
 import os
-#os.system("pip uninstall -y gradio")
-#os.system("pip install gradio==4.19.0")
 os.system('pip3 install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cpu')
 
 import gradio as gr
@@ -100,9 +98,11 @@ def process_image_2(image):
 
 
 
-title = "Document Layout Detection"
+title = "Document Layout Detection v3"
 description = "Using Layout_LM_v3 model for invoice information extraction"
 
+examples =[['example1.png'],['example2.png'],['example3.png']]
+
 article="<b>References</b><br>[1] Y. Xu et al., “LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking.” 2022. <a href='https://arxiv.org/abs/2204.08387'>Paper Link</a><br>[2]  <a href='https://github.com/NielsRogge/Transformers-Tutorials/tree/master/LayoutLMv3'>LayoutLMv3 training and inference</a>" 
 
 css = """.output_image, .input_image {height: 600px !important}"""
@@ -112,9 +112,10 @@ iface = gr.Interface(fn=process_image,
                      outputs=gr.Image(type="pil", label="annotated image"),
                      title=title,
                      description=description,
-#                     article=article,
-#                     examples=examples,
+                     article=article,
+                     examples=examples,
                      css=css)
 
+
 iface.launch(inline=False, share=False, debug=False)