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articles/ai-services/custom-vision-service/overview.md

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Azure AI Custom Vision is an image recognition service that lets you build, deploy, and improve your own **image identifier** models. An image identifier applies labels to images, according to their visual characteristics. Each label represents a classification or object. Custom Vision allows you to specify your own labels and train custom models to detect them.
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> The Azure AI vision Image Analysis API, based on Florence foundational model, now supports custom models with few-shot learning capability. [Use Image Analysis 4.0](../computer-vision/how-to/model-customization.md) to create custom image identifier models using the latest technology from Azure. To migrate a Custom Vision project to the new Image Analysis 4.0 system, see the [Migration guide](../computer-vision/how-to/migrate-from-custom-vision.md). To compare the two services, see the [Comparison page](./concepts/compare-alternatives.md).
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You can use Custom Vision through a client library SDK, REST API, or through the [Custom Vision web portal](https://customvision.ai/). Follow a quickstart to get started.

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