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Update app.py
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app.py
CHANGED
@@ -8,11 +8,10 @@ from donut import DonutModel
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def demo_process(pdf_path):
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global model, task_prompt, task_name
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# return output
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parser = argparse.ArgumentParser()
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parser.add_argument("--task", type=str, default="SGSInvoice")
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@@ -23,5 +22,5 @@ task_prompt = f"<s_{task_name}>"
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model = DonutModel.from_pretrained("uartimcs/donut-invoice-extract")
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model.eval()
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demo = gr.Interface(fn=demo_process,inputs=gr.File(label="Upload PDF"),outputs="
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demo.launch()
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def demo_process(pdf_path):
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global model, task_prompt, task_name
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input_img_list = convert_from_path(pdf_path.name)
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input_img = Image.fromarray(input_img_list[0])
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output = model.inference(image=input_img, prompt=task_prompt)["predictions"][0]
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return output
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parser = argparse.ArgumentParser()
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parser.add_argument("--task", type=str, default="SGSInvoice")
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model = DonutModel.from_pretrained("uartimcs/donut-invoice-extract")
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model.eval()
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demo = gr.Interface(fn=demo_process,inputs=gr.File(label="Upload PDF"),outputs="json", title=f"Donut 🍩 demonstration for `{task_name}` task",)
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demo.launch()
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