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Update app.py
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app.py
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@@ -2,8 +2,10 @@ import cv2
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from ultralytics import YOLO
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import gradio as gr
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model = YOLO("yolov8n.pt")
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def yolo_process(frame):
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results = model.predict(frame, imgsz=640, conf=0.25, verbose=False)
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annotated = results[0].plot()
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@@ -11,12 +13,17 @@ def yolo_process(frame):
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with gr.Blocks() as demo:
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gr.Markdown("### 🎥 YOLOv8: распознавание объектов с веб-камеры")
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webcam.
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demo.launch()
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from ultralytics import YOLO
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import gradio as gr
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# Загружаем модель
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model = YOLO("yolov8n.pt")
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# Функция обработки кадра
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def yolo_process(frame):
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results = model.predict(frame, imgsz=640, conf=0.25, verbose=False)
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annotated = results[0].plot()
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with gr.Blocks() as demo:
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gr.Markdown("### 🎥 YOLOv8: распознавание объектов с веб-камеры")
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# Веб-камера
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webcam = gr.Video(source="webcam", label="Веб-камера")
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output_image = gr.Image(label="Результат")
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# Связываем обработку с видеопотоком
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webcam.change(fn=yolo_process, inputs=webcam, outputs=output_image)
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demo.launch()
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