Create app.py

app.py

@@ -0,0 +1,99 @@
+# -*- encoding: utf-8 -*-
+# @Author: SWHL
+# @Contact: [email protected]
+import gradio as gr
+
+from rapid_layout import ModelType, RapidLayout, RapidLayoutInput
+
+
+def get_layout_res(img_input, model_type, conf_thresh, iou_thresh):
+    cfg = RapidLayoutInput(
+        model_type=ModelType(model_type), conf_thresh=conf_thresh, iou_thresh=iou_thresh
+    )
+    engine = RapidLayout(cfg=cfg)
+    result = engine(img_input)
+    vised_img = result.vis("layout_vis.jpg")
+    return vised_img, f"{result.elapse:.4f}"
+
+
+custom_css = """
+    body {font-family: body {font-family: 'Helvetica Neue', Helvetica;}
+    .gr-button {background-color: #4CAF50; color: white; border: none; padding: 10px 20px; border-radius: 5px;}
+    .gr-button:hover {background-color: #45a049;}
+    .gr-textbox {margin-bottom: 15px;}
+    .example-button {background-color: #1E90FF; color: white; border: none; padding: 8px 15px; border-radius: 5px; margin: 5px;}
+    .example-button:hover {background-color: #FF4500;}
+    .tall-radio .gr-radio-item {padding: 15px 0; min-height: 50px; display: flex; align-items: center;}
+    .tall-radio label {font-size: 16px;}
+    .output-image, .input-image, .image-preview {height: 300px !important}
+"""
+
+with gr.Blocks(title="Rapid Layout", css="custom_css", theme=gr.themes.Soft()) as demo:
+    gr.HTML(
+        """
+        <h1 style='text-align: center;font-size:40px'>Rapid Layout v1</h1>
+
+        <div style="display: flex; justify-content: center; gap: 10px;">
+            <a><img src="https://img.shields.io/badge/DeployVersion-v1.0.0-brightgree"></a>
+            <a href=""><img src="https://img.shields.io/badge/Python->=3.6,<3.13-aff.svg"></a>
+            <a href=""><img src="https://img.shields.io/badge/OS-Linux%2C%20Win%2C%20Mac-pink.svg"></a>
+            <a href="https://pypi.org/project/rapid-layout/"><img alt="PyPI" src="https://img.shields.io/pypi/v/rapid-layout"></a>
+            <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>
+            <a href="https://semver.org/"><img alt="SemVer2.0" src="https://img.shields.io/badge/SemVer-2.0-brightgreen"></a>
+            <a href="https://github.com/psf/black"><img src="https://img.shields.io/badge/code%20style-black-000000.svg"></a>
+        </div>
+    """
+    )
+    with gr.Row():
+        model_type = gr.Dropdown(
+            choices=[v.value for v in ModelType],
+            label="版面分析模型",
+            value=ModelType.PP_LAYOUT_CDLA.value,
+            interactive=True,
+        )
+        conf_thresh = gr.Slider(
+            label="conf_thresh",
+            minimum=0,
+            maximum=1.0,
+            value=0.5,
+            step=0.1,
+            info="置信度",
+            interactive=True,
+        )
+        iou_thresh = gr.Slider(
+            label="IoU Threshold",
+            minimum=0,
+            maximum=1.0,
+            value=0.5,
+            step=0.1,
+            info="IoU阈值设定",
+            interactive=True,
+        )
+
+    with gr.Row():
+        run_btn = gr.Button("Run")
+
+    with gr.Row():
+        img_input = gr.Image(label="Upload or Select Image", sources="upload")
+        img_output = gr.Image(label="Output Image", show_download_button=True)
+    elapse = gr.Textbox(label="Elapse(s)")
+
+    run_btn.click(
+        get_layout_res,
+        inputs=[img_input, model_type, conf_thresh, iou_thresh],
+        outputs=[img_output, elapse],
+    )
+
+    examples = gr.Examples(
+        examples=[
+            ["tests/test_files/layout.jpg", ModelType.PP_LAYOUT_CDLA.value, 0.5, 0.5],
+        ],
+        examples_per_page=5,
+        inputs=[img_input, model_type, conf_thresh, iou_thresh],
+        fn=get_layout_res,
+        outputs=[img_output, elapse],
+        cache_examples=False,
+    )
+
+if __name__ == "__main__":
+    demo.launch(debug=True)