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Create app.py
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app.py
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# -*- encoding: utf-8 -*-
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# @Author: SWHL
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# @Contact: [email protected]
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import numpy as np
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import streamlit as st
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from PIL import Image
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from rapid_layout import RapidLayout, VisLayout
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layout_engine = RapidLayout()
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st.markdown(
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"<h1 style='text-align: center;'><a href='https://github.com/RapidAI/RapidLayout' style='text-decoration: none'>Rapid Layout</a></h1>",
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unsafe_allow_html=True,
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)
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st.markdown(
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"""
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<p align="left">
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<a href=""><img src="https://img.shields.io/badge/Python->=3.6,<3.13-aff.svg"></a>
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<a href=""><img src="https://img.shields.io/badge/OS-Linux%2C%20Win%2C%20Mac-pink.svg"></a>
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<a href="https://pypi.org/project/rapid-layout/"><img alt="PyPI" src="https://img.shields.io/pypi/v/rapid-layout"></a>
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<a href="https://pepy.tech/project/rapid-layout"><img src="https://static.pepy.tech/personalized-badge/rapid-layout?period=total&units=abbreviation&left_color=grey&right_color=blue&left_text=Downloads"></a>
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<a href="https://semver.org/"><img alt="SemVer2.0" src="https://img.shields.io/badge/SemVer-2.0-brightgreen"></a>
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<a href="https://github.com/psf/black"><img src="https://img.shields.io/badge/code%20style-black-000000.svg"></a>
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</p>
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""",
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unsafe_allow_html=True,
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)
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model_types = {
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"pp_layout_cdla": [
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"text",
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"title",
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"figure",
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"figure_caption",
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"table",
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"table_caption",
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"header",
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"footer",
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"reference",
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"equation",
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],
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"pp_layout_publaynet": ["text", "title", "list", "table", "figure"],
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"pp_layout_table": ["table"],
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"yolov8n_layout_paper": [
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"text",
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"title",
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"figure",
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"figure_caption",
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"table",
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"table_caption",
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"header",
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"footer",
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"reference",
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"equation",
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],
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"yolov8n_layout_report": [
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"text",
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"title",
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"header",
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"footer",
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"figure",
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"figure_caption",
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"table",
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"table_caption",
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"toc",
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],
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}
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option = st.selectbox("选择版面分析模型:", model_types.keys())
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st.write("支持检测类型:")
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st.code(model_types[option], language="python")
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st.write("请上传图像:")
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img_suffix = ["png", "jpg", "jpeg"]
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img_file_buffer = st.file_uploader(
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"Upload an image", type=img_suffix, key="layout", label_visibility="collapsed"
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)
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if img_file_buffer:
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image = Image.open(img_file_buffer)
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img = np.array(image)
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boxes, scores, class_names, *elapse = layout_engine(img)
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ploted_img = VisLayout.draw_detections(img, boxes, scores, class_names)
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st.image(ploted_img, use_column_width=True)
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