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Delete app.py
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app.py
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from huggingface_hub import hf_hub_download
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from inference import YOLOv10
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model_file = hf_hub_download(
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repo_id="onnx-community/yolov10n", filename="onnx/model.onnx"
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)
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model = YOLOv10(model_file)
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def detection(image, conf_threshold=0.3):
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image = cv2.resize(image, (model.input_width, model.input_height))
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new_image = model.detect_objects(image, conf_threshold)
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return new_image
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import gradio as gr
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from gradio_webrtc import WebRTC
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css = """.my-group {max-width: 600px !important; max-height: 600px !important;}
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.my-column {display: flex !important; justify-content: center !important; align-items: center !important;}"""
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with gr.Blocks(css=css) as demo:
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gr.HTML(
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"""
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<h1 style='text-align: center'>
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YOLOv10 Webcam Stream (Powered by WebRTC ⚡️)
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</h1>
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"""
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)
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with gr.Column(elem_classes=["my-column"]):
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with gr.Group(elem_classes=["my-group"]):
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image = WebRTC(label="Stream", rtc_configuration=rtc_configuration)
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conf_threshold = gr.Slider(
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label="Confidence Threshold",
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minimum=0.0,
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maximum=1.0,
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step=0.05,
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value=0.30,
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)
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image.stream(
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fn=detection, inputs=[image, conf_threshold], outputs=[image], time_limit=10
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)
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if __name__ == "__main__":
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demo.launch()
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