Spaces:
Running
Running
upadate model
Browse files
app.py
CHANGED
@@ -1,4 +1,3 @@
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import threading
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import time
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import cv2
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@@ -11,6 +10,7 @@ from table_cls import TableCls
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from wired_table_rec import WiredTableRecognition
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from utils import plot_rec_box, LoadImage, format_html, box_4_2_poly_to_box_4_1
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img_loader = LoadImage()
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table_rec_path = "models/table_rec/ch_ppstructure_mobile_v2_SLANet.onnx"
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det_model_dir = {
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@@ -39,8 +39,9 @@ example_images = [
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"images/wired4.jpg",
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"images/lineless2.png",
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"images/wired5.jpg",
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"images/
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"images/
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]
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rapid_table_engine = RapidTable(model_path=table_rec_path)
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SLANet_plus_table_Engine = RapidTable()
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@@ -93,7 +94,7 @@ def select_table_model(img, table_engine_type, det_model, rec_model):
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return lineless_table_engine, "lineless_table"
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def process_image(img, table_engine_type, det_model, rec_model):
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img = img_loader(img)
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start = time.time()
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table_engine, talbe_type = select_table_model(img, table_engine_type, det_model, rec_model)
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@@ -115,6 +116,15 @@ def process_image(img, table_engine_type, det_model, rec_model):
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polygons = [[polygon[0], polygon[1], polygon[4], polygon[5]] for polygon in polygons]
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elif isinstance(table_engine, (WiredTableRecognition, LinelessTableRecognition)):
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html, table_rec_elapse, polygons, _, _ = table_engine(img, ocr_result=ocr_res)
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sum_elapse = time.time() - start
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all_elapse = f"- table_type: {talbe_type}\n table all cost: {sum_elapse:.5f}\n - table rec cost: {table_rec_elapse:.5f}\n - ocr cost: {det_cost + cls_cost + rec_cost:.5f}"
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@@ -136,23 +146,51 @@ def main():
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overflow-x: auto;
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white-space: nowrap;
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}
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""") as demo:
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with gr.Row(): # 两列布局
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with gr.Tab("Options"):
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with gr.Column(variant="panel", scale=1): # 侧边栏,宽度比例为1
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img_input = gr.Image(label="Upload or Select Image",
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# 示例图片选择器
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examples = gr.Examples(
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examples=example_images,
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inputs=img_input,
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fn=lambda x: x, # 简单返回图片路径
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outputs=img_input,
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cache_examples=
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)
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table_engine_type = gr.Dropdown(table_engine_list, label="Select Recognition Table Engine",
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value=table_engine_list[0])
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det_model = gr.Dropdown(det_models_labels, label="Select OCR Detection Model",
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value=det_models_labels[0])
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rec_model = gr.Dropdown(rec_models_labels, label="Select OCR Recognition Model",
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@@ -172,7 +210,7 @@ def main():
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run_button.click(
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fn=process_image,
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inputs=[img_input, table_engine_type, det_model, rec_model],
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outputs=[html_output, table_boxes_output, ocr_boxes_output, elapse_text]
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)
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@@ -180,4 +218,4 @@ def main():
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if __name__ == '__main__':
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main()
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import time
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import cv2
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from wired_table_rec import WiredTableRecognition
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from utils import plot_rec_box, LoadImage, format_html, box_4_2_poly_to_box_4_1
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img_loader = LoadImage()
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table_rec_path = "models/table_rec/ch_ppstructure_mobile_v2_SLANet.onnx"
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det_model_dir = {
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"images/wired4.jpg",
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"images/lineless2.png",
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"images/wired5.jpg",
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"images/lineless4.jpg",
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"images/wired7.jpg",
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"images/wired9.jpg",
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]
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rapid_table_engine = RapidTable(model_path=table_rec_path)
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SLANet_plus_table_Engine = RapidTable()
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return lineless_table_engine, "lineless_table"
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def process_image(img, table_engine_type, det_model, rec_model, small_box_cut_enhance):
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img = img_loader(img)
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start = time.time()
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table_engine, talbe_type = select_table_model(img, table_engine_type, det_model, rec_model)
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polygons = [[polygon[0], polygon[1], polygon[4], polygon[5]] for polygon in polygons]
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elif isinstance(table_engine, (WiredTableRecognition, LinelessTableRecognition)):
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html, table_rec_elapse, polygons, _, _ = table_engine(img, ocr_result=ocr_res)
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if not small_box_cut_enhance:
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html, table_rec_elapse, polygons, logic_points, ocr_res = table_engine(
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img, ocr_result=ocr_res,
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morph_close=False, more_h_lines=False, more_v_lines=False, extend_line=False
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)
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else:
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html, table_rec_elapse, polygons, logic_points, ocr_res = table_engine(
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img, ocr_result=ocr_res
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)
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sum_elapse = time.time() - start
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all_elapse = f"- table_type: {talbe_type}\n table all cost: {sum_elapse:.5f}\n - table rec cost: {table_rec_elapse:.5f}\n - ocr cost: {det_cost + cls_cost + rec_cost:.5f}"
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overflow-x: auto;
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white-space: nowrap;
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}
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.header-links {
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text-align: center;
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}
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.header-links a {
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display: inline-block;
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text-align: center;
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margin-right: 10px; /* 调整间距 */
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}
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""") as demo:
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gr.HTML(
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"<h1 style='text-align: center;'><a href='https://github.com/RapidAI/TableStructureRec?tab=readme-ov-file'>TableStructureRec</a></h1>"
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)
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gr.HTML('''
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<div class="header-links">
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<a href=""><img src="https://img.shields.io/badge/Python->=3.6,<3.12-aff.svg"></a>
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<a href=""><img src="https://img.shields.io/badge/OS-Linux%2C%20Mac%2C%20Win-pink.svg"></a>
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<a href="https://pypi.org/project/lineless-table-rec/"><img alt="PyPI" src="https://img.shields.io/pypi/v/lineless-table-rec"></a>
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<a href="https://pepy.tech/project/lineless-table-rec"><img src="https://static.pepy.tech/personalized-badge/lineless-table-rec?period=total&units=abbreviation&left_color=grey&right_color=blue&left_text=Downloads%20Lineless"></a>
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<a href="https://pepy.tech/project/wired-table-rec"><img src="https://static.pepy.tech/personalized-badge/wired-table-rec?period=total&units=abbreviation&left_color=grey&right_color=blue&left_text=Downloads%20Wired"></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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<a href="https://github.com/RapidAI/TableStructureRec/blob/c41bbd23898cb27a957ed962b0ffee3c74dfeff1/LICENSE"><img alt="GitHub" src="https://img.shields.io/badge/license-Apache 2.0-blue"></a>
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</div>
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''')
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with gr.Row(): # 两列布局
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with gr.Tab("Options"):
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with gr.Column(variant="panel", scale=1): # 侧边栏,宽度比例为1
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img_input = gr.Image(label="Upload or Select Image", sources="upload", value="images/lineless3.jpg")
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# 示例图片选择器
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examples = gr.Examples(
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examples=example_images,
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examples_per_page=len(example_images),
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inputs=img_input,
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fn=lambda x: x, # 简单返回图片路径
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outputs=img_input,
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cache_examples=False
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)
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table_engine_type = gr.Dropdown(table_engine_list, label="Select Recognition Table Engine",
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value=table_engine_list[0])
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small_box_cut_enhance = gr.Checkbox(
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label="Box Cutting Enhancement (Disable to avoid excessive cutting, Enable to reduce missed cutting)",
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value=True
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)
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det_model = gr.Dropdown(det_models_labels, label="Select OCR Detection Model",
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value=det_models_labels[0])
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rec_model = gr.Dropdown(rec_models_labels, label="Select OCR Recognition Model",
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run_button.click(
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fn=process_image,
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inputs=[img_input, table_engine_type, det_model, rec_model, small_box_cut_enhance],
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outputs=[html_output, table_boxes_output, ocr_boxes_output, elapse_text]
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)
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if __name__ == '__main__':
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main()
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