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Merge pull request #112172 from john-par/patch-12
Update iot-visual-alerts-tutorial.md
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articles/cognitive-services/Custom-Vision-Service/iot-visual-alerts-tutorial.md

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This sample app illustrates how to use Custom Vision to train a device with a camera to detect visual states. You can run this detection scenario on an IoT device by using an exported ONNX model.
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A visual state describes the content of an image: an empty room or a room with people, an empty driveway with a truck, and so on. In the image below, you can see the app detect when a banana or an apple is placed in front of the camera.
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A visual state describes the content of an image: an empty room or a room with people, an empty driveway or a driveway with a truck, and so on. In the image below, you can see the app detect when a banana or an apple is placed in front of the camera.
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![Animation of a UI labeling fruit in front of the camera](./media/iot-visual-alerts-tutorial/scoring.gif)
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