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layoutlm-v2

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kristada673 commited on Oct 17, 2022

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25320e0

1 Parent(s): 10387fb

Update app.py

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app.py CHANGED Viewed

@@ -73,7 +73,7 @@ def process_image(image):
     return image
-title = "Interactive demo: LayoutLMv2"
 description = "Demo for Microsoft's LayoutLMv2, a Transformer for state-of-the-art document image understanding tasks. This particular model is fine-tuned on FUNSD, a dataset of manually annotated forms. It annotates the words appearing in the image as QUESTION/ANSWER/HEADER/OTHER. To use it, simply upload an image or use the example image below and click 'Submit'. Results will show up in a few seconds. If you want to make the output bigger, right-click on it and select 'Open image in new tab'."
 article = "<p style='text-align: center'><a href='https://arxiv.org/abs/2012.14740' target='_blank'>LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding</a> | <a href='https://github.com/PrashantSaikia/LayoutLMv2-FUNSD' target='_blank'>Github Repo</a></p>"
 examples =[['82092117.png'], ['82200067_0069.png'], ['82250337_0338.png'], ['82251504.png'], ['82252956_2958.png'], ['82253058_3059.png'], ['00040534.png']]

     return image
+title = "Interactive demo: LayoutLMv2\nDeployed on Google Cloud with Kubernetes at http://34.146.138.209:8080"
 description = "Demo for Microsoft's LayoutLMv2, a Transformer for state-of-the-art document image understanding tasks. This particular model is fine-tuned on FUNSD, a dataset of manually annotated forms. It annotates the words appearing in the image as QUESTION/ANSWER/HEADER/OTHER. To use it, simply upload an image or use the example image below and click 'Submit'. Results will show up in a few seconds. If you want to make the output bigger, right-click on it and select 'Open image in new tab'."
 article = "<p style='text-align: center'><a href='https://arxiv.org/abs/2012.14740' target='_blank'>LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding</a> | <a href='https://github.com/PrashantSaikia/LayoutLMv2-FUNSD' target='_blank'>Github Repo</a></p>"
 examples =[['82092117.png'], ['82200067_0069.png'], ['82250337_0338.png'], ['82251504.png'], ['82252956_2958.png'], ['82253058_3059.png'], ['00040534.png']]