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Browse files- .gitattributes +1 -0
- app.py +112 -54
- images/layout/layout.png +0 -0
- images/layout/layout1.png +3 -0
- images/layout/layout2.png +0 -0
- images/orientation/img_rot0_demo.jpg +0 -0
- images/orientation/img_rot180_demo.jpg +0 -0
- images/orientation/rot_270.jpg +0 -0
- images/orientation/rot_90.jpg +0 -0
- images/table/table.jpg +0 -0
- images/table/table1.png +0 -0
- images/table/table2.png +0 -0
.gitattributes
CHANGED
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@@ -32,3 +32,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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images/layout/layout1.png filter=lfs diff=lfs merge=lfs -text
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app.py
CHANGED
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@@ -10,12 +10,84 @@ from PIL import Image
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from rapid_layout import RapidLayout
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from rapid_orientation import RapidOrientation
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from rapid_table import RapidTable
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orientation_engine = RapidOrientation()
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layout_engine = RapidLayout()
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table_engine = RapidTable()
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def vis_layout(img: np.ndarray, layout_res: list) -> None:
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tmp_img = copy.deepcopy(img)
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for v in layout_res:
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@@ -25,12 +97,47 @@ def vis_layout(img: np.ndarray, layout_res: list) -> None:
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start_point = (bbox[0], bbox[1])
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end_point = (bbox[2], bbox[3])
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cv2.rectangle(tmp_img, start_point, end_point, (0,
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cv2.putText(tmp_img, label, start_point,
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cv2.FONT_HERSHEY_COMPLEX, 1, (0, 0,
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return tmp_img
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def vis_table(table_res) -> str:
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style_res = '''<style>td {border-left: 1px solid;border-bottom:1px solid;}
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table, th {border-top:1px solid;font-size: 10px;
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@@ -55,55 +162,6 @@ if __name__ == '__main__':
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img_suffix = ["png", "jpg", "jpeg"]
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key='orientation',
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label_visibility='collapsed')
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col1, col2 = st.columns([5, 5])
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img_empty = col1.empty()
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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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img_empty.image(image, use_column_width=True)
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img_array = cv2.cvtColor(img, cv2.COLOR_RGB2BGR)
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orientation_res, elapse = orientation_engine(img)
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col2.markdown(f'- 方向分类结果:{orientation_res}° \n - 耗费时间:{elapse:.4f}s')
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st.markdown('##### [文档图像版面分析](https://github.com/RapidAI/RapidStructure/blob/main/docs/README_Layout.md)')
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img_file_buffer = st.file_uploader("Upload an image", type=img_suffix,
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key='layout',
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label_visibility='collapsed')
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layout_col1, layout_col2 = st.columns([5, 5])
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img_empty = layout_col1.empty()
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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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img_empty.image(image, use_column_width=True)
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img_array = cv2.cvtColor(img, cv2.COLOR_RGB2BGR)
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layout_res, _ = layout_engine(img)
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drawed_img = vis_layout(img, layout_res)
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layout_col2.image(drawed_img, use_column_width=True)
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st.markdown('##### [表格还原](https://github.com/RapidAI/RapidStructure/blob/main/docs/README_Table.md)')
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img_file_buffer = st.file_uploader("Upload an image", type=img_suffix,
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key='table',
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label_visibility='collapsed')
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table_col1, table_col2 = st.columns([5, 5])
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img_empty = table_col1.empty()
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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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img_empty.image(image, use_column_width=True)
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img_array = cv2.cvtColor(img, cv2.COLOR_RGB2BGR)
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table_html_str, _ = table_engine(img)
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table_html_str = vis_table(table_html_str)
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table_col2.markdown(table_html_str, unsafe_allow_html=True)
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from rapid_layout import RapidLayout
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from rapid_orientation import RapidOrientation
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from rapid_table import RapidTable
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from streamlit_image_select import image_select
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orientation_engine = RapidOrientation()
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layout_engine = RapidLayout()
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table_engine = RapidTable()
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def orientation_part():
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st.markdown('##### 文档图像方向分类')
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img = image_select(
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label="示例图(点击选择)",
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images=[
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'images/orientation/img_rot0_demo.jpg',
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'images/orientation/rot_90.jpg',
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'images/orientation/img_rot180_demo.jpg',
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'images/orientation/rot_270.jpg'
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],
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captions=['0', '90', '180', '270'],
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key='cls'
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)
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img_file_buffer = st.file_uploader("Upload an image", type=img_suffix,
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key='orientation',
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label_visibility='collapsed')
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col1, col2 = st.columns([5, 5])
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img_empty = col1.empty()
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image, orientation_res, elapse = get_cls_res(img)
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if img_file_buffer:
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image, orientation_res, elapse = get_cls_res(img_file_buffer)
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img_empty.image(image, use_column_width=True)
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col2.markdown(f'- 方向分类结果:{orientation_res}° \n - 耗费时间:{elapse:.4f}s')
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def get_cls_res(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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img_array = cv2.cvtColor(img, cv2.COLOR_RGB2BGR)
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orientation_res, elapse = orientation_engine(img_array)
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return image, orientation_res, elapse
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def layout_part():
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st.markdown('##### 文档图像版面分析')
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img = image_select(
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label="示例图(点击选择)",
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images=[
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'images/layout/layout.png',
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'images/layout/layout1.png',
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'images/layout/layout2.png',
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],
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key='layout_select'
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)
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img_file_buffer = st.file_uploader("Upload an image", type=img_suffix,
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key='layout',
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label_visibility='collapsed')
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layout_col1, layout_col2 = st.columns([5, 5])
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img_empty = layout_col1.empty()
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image, drawed_img = get_layout_res(img)
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if img_file_buffer:
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image, drawed_img = get_layout_res(img_file_buffer)
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img_empty.image(image, use_column_width=True)
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layout_col2.image(drawed_img, use_column_width=True)
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def get_layout_res(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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img_array = cv2.cvtColor(img, cv2.COLOR_RGB2BGR)
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layout_res, _ = layout_engine(img_array)
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drawed_img = vis_layout(img, layout_res)
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return image, drawed_img
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def vis_layout(img: np.ndarray, layout_res: list) -> None:
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tmp_img = copy.deepcopy(img)
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for v in layout_res:
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start_point = (bbox[0], bbox[1])
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end_point = (bbox[2], bbox[3])
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cv2.rectangle(tmp_img, start_point, end_point, (0, 0, 0), 2)
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cv2.putText(tmp_img, label, start_point,
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cv2.FONT_HERSHEY_COMPLEX, 1, (0, 0, 0), 2)
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return tmp_img
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def table_part():
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st.markdown('##### 表格还原')
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img = image_select(
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label="示例图(点击选择)",
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images=[
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'images/table/table.jpg',
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'images/table/table1.png',
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'images/table/table2.png',
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],
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key='table_select'
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)
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img_file_buffer = st.file_uploader("Upload an image", type=img_suffix,
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key='table',
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label_visibility='collapsed')
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table_col1, table_col2 = st.columns([5, 5])
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img_empty = table_col1.empty()
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image, table_html_str = get_table_res(img)
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if img_file_buffer:
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image, table_html_str = get_table_res(img_file_buffer)
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img_empty.image(image, use_column_width=True)
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table_col2.markdown(table_html_str, unsafe_allow_html=True)
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def get_table_res(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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img_array = cv2.cvtColor(img, cv2.COLOR_RGB2BGR)
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table_html_str, _ = table_engine(img_array)
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table_html_str = vis_table(table_html_str)
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return image, table_html_str
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def vis_table(table_res) -> str:
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style_res = '''<style>td {border-left: 1px solid;border-bottom:1px solid;}
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table, th {border-top:1px solid;font-size: 10px;
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img_suffix = ["png", "jpg", "jpeg"]
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orientation_part()
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layout_part()
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table_part()
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images/layout/layout.png
ADDED
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images/layout/layout1.png
ADDED
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Git LFS Details
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images/layout/layout2.png
ADDED
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images/orientation/img_rot0_demo.jpg
ADDED
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images/orientation/img_rot180_demo.jpg
ADDED
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images/orientation/rot_270.jpg
ADDED
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images/orientation/rot_90.jpg
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images/table/table.jpg
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images/table/table1.png
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images/table/table2.png
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