Update app.py
Browse files
app.py
CHANGED
@@ -63,9 +63,12 @@ def process_document(image):
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description = '<p>Using Donut model finetuned on Invoices for retrieval of following information:</p><ul><li><span style="color:black">DocType</span></span></li><li><span style="color:black">Currency</span></span></li><li><span style="color:black">DocumentDate</span></span></li><li><span style="color:black">GrossAmount</span></span></li><li><span style="color:black">InvoiceNumber</span></span></li><li><span style="color:black">NetAmount</span></span></li><li><span style="color:black">TaxAmount</span></span></li><li><span style="color:black">OrderNumber</span></span></li><li><span style="color:black">CreditorCountry</span></span></li></ul><p>To use it, simply upload your image and click 'submit', or click one of the examples to load them. Read more at the links below.</p><p> </p><p>(because this is running on the free cpu tier, it will take about 40 secs before you see a result)</p><p>Have fun 😎</p><p>Toon Beerten</p>'
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article = "<p style='text-align: center'><a href='https://arxiv.org/abs/2111.15664' target='_blank'>Donut: OCR-free Document Understanding Transformer</a> | <a href='https://github.com/clovaai/donut' target='_blank'>Github Repo</a></p>"
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demo = gr.Interface(
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fn=process_document,
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inputs=
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outputs="json",
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title="Demo: Donut 🍩 for invoice header retrieval",
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description=description,
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description = '<p>Using Donut model finetuned on Invoices for retrieval of following information:</p><ul><li><span style="color:black">DocType</span></span></li><li><span style="color:black">Currency</span></span></li><li><span style="color:black">DocumentDate</span></span></li><li><span style="color:black">GrossAmount</span></span></li><li><span style="color:black">InvoiceNumber</span></span></li><li><span style="color:black">NetAmount</span></span></li><li><span style="color:black">TaxAmount</span></span></li><li><span style="color:black">OrderNumber</span></span></li><li><span style="color:black">CreditorCountry</span></span></li></ul><p>To use it, simply upload your image and click 'submit', or click one of the examples to load them. Read more at the links below.</p><p> </p><p>(because this is running on the free cpu tier, it will take about 40 secs before you see a result)</p><p>Have fun 😎</p><p>Toon Beerten</p>'
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article = "<p style='text-align: center'><a href='https://arxiv.org/abs/2111.15664' target='_blank'>Donut: OCR-free Document Understanding Transformer</a> | <a href='https://github.com/clovaai/donut' target='_blank'>Github Repo</a></p>"
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gr_image = gr.Image.style(full_width=True)
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demo = gr.Interface(
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fn=process_document,
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inputs=gr_image,
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outputs="json",
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title="Demo: Donut 🍩 for invoice header retrieval",
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description=description,
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