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Update app.py
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app.py
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@@ -1,11 +1,11 @@
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import gradio as gr
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from gradio_webrtc import VideoTransformerBase, webrtc_streamer
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from ultralytics import YOLO
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import cv2
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model = YOLO("yolov8n.pt")
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class YOLOTransformer(
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def transform(self, frame):
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results = model.predict(source=frame, imgsz=640, conf=0.25, verbose=False)
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annotated = results[0].plot()
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@@ -13,7 +13,7 @@ class YOLOTransformer(VideoTransformerBase):
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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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webrtc_streamer(key="yolo", video_transformer_factory=YOLOTransformer)
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demo.launch()
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import cv2
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from ultralytics import YOLO
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import fastrtc
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import gradio as gr
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model = YOLO("yolov8n.pt")
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class YOLOTransformer(fastrtc.VideoTransformer):
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def transform(self, frame):
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results = model.predict(source=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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fastrtc.webrtc_streamer(key="yolo", video_transformer_factory=YOLOTransformer)
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demo.launch()
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