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articles/ai-services/computer-vision/concept-object-detection.md

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ms.service: azure-ai-vision
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ms.topic: conceptual
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ms.date: 09/19/2024
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ms.date: 03/26/2025
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ms.author: pafarley
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---
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# Object detection
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This article explains the concept of object detection. Object detection is similar to [tagging](concept-tag-images-40.md), but the API returns the bounding box coordinates (in pixels) for each object found in the image. For example, if an image contains a dog, cat, and person, the object detection operation lists those objects with their coordinates in the image. You can use this functionality to process the relationships between the objects in an image. It also lets you determine whether there are multiple instances of the same object in an image.
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This article explains the object detection feature. Object detection is similar to [tagging](concept-tag-images-40.md), but the API returns the bounding box coordinates (in pixels) for each object found in the image. For example, if an image contains a dog, cat, and person, the object detection operation lists those objects with their coordinates in the image.
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The object detection function applies tags based on the objects or living things identified in the image. There's no formal relationship between the tagging taxonomy and the object detection taxonomy. At a conceptual level, the object detection function only finds objects and living things, while the tag function can also include contextual terms like *indoor*, which can't be localized with bounding boxes.
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You can use this functionality to process the relationships between the objects in an image. It also lets you determine whether there are multiple instances of the same object in an image.
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There's no formal relationship between the tagging taxonomy and the object detection taxonomy. At a conceptual level, the object detection function only finds objects and living things, while the tag function can also include contextual terms like *indoor*, which can't be localized with bounding boxes.
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Try out the capabilities of object detection quickly and easily in your browser by using Azure AI Vision Studio.
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