the app.py is needed to fix bug

layoutlmv3_base_mpdocvqa/Dockerfile

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+# please visit https://github.com/xfyun/aiges/releases to get stable and suitable iamges.
+
+FROM docker.io/library/python:3.8.9
+
+
+RUN sed -i 's/deb.debian.org/mirrors.ustc.edu.cn/g' /etc/apt/sources.list
+RUN sed -i 's|security.debian.org/debian-security|mirrors.ustc.edu.cn/debian-security|g' /etc/apt/sources.list
+
+
+WORKDIR /home/user/app
+RUN useradd -m -u 1000 user
+RUN chown  -R 1000.1000 /home/user
+
+
+RUN pip config set global.index-url https://pypi.mirrors.ustc.edu.cn/simple/
+
+
+RUN pip install --no-cache-dir pip==22.3.1
+RUN --mount=target=requirements.txt,source=requirements.txt 	pip install --no-cache-dir -r requirements.txt
+
+
+COPY --chown=1000 ./ /home/user/app
+
+
+CMD ["python3", "app.py"]

layoutlmv3_base_mpdocvqa/app.py

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+import gradio as gr
+import torch
+from transformers import LayoutLMv3Processor, LayoutLMv3ForQuestionAnswering
+
+
+##这个模型的示例存在问题，无法运行
+
+def inference(img):
+    pretrained_model_path = "layoutlmv3-base-mpdocvqa"
+    processor = LayoutLMv3Processor.from_pretrained(pretrained_model_path, apply_ocr=False)
+    model = LayoutLMv3ForQuestionAnswering.from_pretrained(pretrained_model_path)
+
+    image = img.convert("RGB")
+    question = "Is this a question?"
+    context = ["Example"]
+    boxes = [0, 0, 1000, 1000]  # This is an example bounding box covering the whole image.
+    document_encoding = processor(image, question, context, boxes=boxes, return_tensors="pt")
+    outputs = model(**document_encoding)
+
+    # Get the answer
+    start_idx = torch.argmax(outputs.start_logits, axis=1)
+    end_idx = torch.argmax(outputs.end_logits, axis=1)
+    answers = processor.tokenizer.decode(input_tokens[start_idx: end_idx + 1]).strip()
+    return answers
+
+
+
+title = "layoutlmv3-base-mpdocvqa"
+description = "Gradio Demo for layoutlmv3-base-mpdocvqa. To use it, simply upload your image, or click one of the examples to load them."
+article = "<p style='text-align: center'><a href='https://github.com/bryandlee/animegan2-pytorch' target='_blank'>Github Repo Pytorch</a></p> <center><img src='https://visitor-badge.glitch.me/badge?page_id=akhaliq_animegan' alt='visitor badge'></center></p>"
+examples = [['example_cat.jpg'], ['Masahiro.png']]
+
+demo = gr.Interface(
+    fn=inference,
+    inputs=[gr.inputs.Image(type="pil")],
+    outputs=gr.outputs.Textbox(),
+    title=title,
+    description=description,
+    article=article,
+    examples=examples)
+
+demo.launch()

layoutlmv3_base_mpdocvqa/layoutlmv3-base-mpdocvqa

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+Subproject commit d340591382198ec7528c8c3474dd3e77f44f9eed

layoutlmv3_base_mpdocvqa/requirements.txt

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+gradio==3.21.0
+transformers==4.27.1
+torch==2.0.0