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Create app.py
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app.py
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import os
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import gradio as gr
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from imgutils.generic import YOLOModel
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_GLOBAL_CSS = """
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.limit-height {
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max-height: 55vh;
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}
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"""
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if __name__ == '__main__':
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with gr.Blocks(css=_GLOBAL_CSS) as demo:
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with gr.Row():
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with gr.Column():
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gr.HTML('<h2 style="text-align: center;">Object Detections For Real Photos</h2>')
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gr.Markdown('This is the online demo for detection functions of '
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'[imgutils.detect](https://dghs-imgutils.deepghs.org/main/api_doc/detect/index.html). '
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'You can try them yourselves with `pip install dghs-imgutils`.')
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with gr.Row():
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with gr.Tabs():
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with gr.Tab('Face Detection'):
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YOLOModel('deepghs/real_face_detection').make_ui(
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default_model_name='face_detect_v0_s_yv11',
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default_conf_threshold=0.25,
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)
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with gr.Tab('Face Detection (Real Only)'):
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YOLOModel('deepghs/yolo-face').make_ui(
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default_model_name='yolov10s-face',
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)
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# with gr.Tab('Head Detection'):
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# HeadDetection().make_ui()
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# with gr.Tab('Person Detection'):
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# PersonDetection().make_ui()
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with gr.Tab('Generic'):
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YOLOModel('deepghs/yolos').make_ui(
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default_model_name='yolo11s',
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)
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demo.queue(os.cpu_count()).launch()
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