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‎.openpublishing.publish.config.json

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"branch": "main",
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"branch_mapping": {}
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},
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{
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"path_to_root": "azure-search-static-web-app",
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"url": "https://github.com/Azure-Samples/azure-search-static-web-app",
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"branch": "main",
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"branch_mapping": {}
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},
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{
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"path_to_root": "samples-personalizer",
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"url": "https://github.com/Azure-Samples/cognitive-services-personalizer-samples",

‎.openpublishing.redirection.azure-app-configuration.json

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},
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{
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"source_path_from_root": "/articles/azure-app-configuration/concept-github-action.md",
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"redirect_url": "/azure/azure-app-configuration/push-kv-github-action.md",
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"redirect_url": "/azure/azure-app-configuration/push-kv-github-action",
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"redirect_document_id": false
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}
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]

‎.openpublishing.redirection.azure-monitor.json

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{
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"redirections": [
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{
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"source_path_from_root": "/articles/azure-monitor/snapshot-debugger/snapshot-debugger-upgrade.md",
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"redirect_url": "/azure/azure-monitor/snapshot-debugger/snapshot-debugger#upgrading-snapshot-debugger",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/azure-monitor/snapshot-debugger/snapshot-collector-release-notes.md",
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"redirect_url": "/azure/azure-monitor/snapshot-debugger/snapshot-debugger#release-notes-for-microsoftapplicationinsightssnapshotcollector",
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},
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{
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"source_path_from_root": "/articles/azure-monitor/containers/container-insights-private-link.md",
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"redirect_url": "/previous-versions/azure/azure-monitor/containers/kubernetes-monitoring-private-link",
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"redirect_url": "/azure/azure-monitor/containers/kubernetes-monitoring-private-link",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/azure-monitor/essentials/private-link-data-ingestion.md",
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"redirect_url": "/previous-versions/azure/azure-monitor/containers/kubernetes-monitoring-private-link",
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"redirect_url": "/azure/azure-monitor/containers/kubernetes-monitoring-private-link",
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"redirect_document_id": false
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}
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‎.openpublishing.redirection.json

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"redirections": [
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{
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"source_path": "articles/ai-studio/how-to/commitment-tier.md",
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"redirect_url": "/azure/ai-services/commitment-tier.md",
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"redirect_document_id": false
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},
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{
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"source_path": "articles/storage/files/files-samples-dotnet-v11.md",
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"redirect_url": "/previous-versions/azure/storage/files/files-samples-dotnet-v11",
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"source_path_from_root": "/articles/virtual-network/template-samples.md",
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"redirect_url": "/samples/browse/?expanded=azure&products=azure-resource-manager&terms=virtual%20network",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/virtual-network/tutorial-restrict-network-access-to-resources-cli.md",
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"redirect_url": "/azure/virtual-network/tutorial-restrict-network-access-to-resources",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/virtual-network/tutorial-restrict-network-access-to-resources-powershell.md",
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"redirect_url": "/azure/virtual-network/tutorial-restrict-network-access-to-resources",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/virtual-network/how-to-create-encryption-portal.md",
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"redirect_url": "/azure/virtual-network/how-to-create-encryption",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/virtual-network/how-to-create-encryption-powershell.md",
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"redirect_url": "/azure/virtual-network/how-to-create-encryption",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/virtual-network/how-to-create-encryption-cli.md",
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"redirect_url": "/azure/virtual-network/how-to-create-encryption",
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"redirect_document_id": false
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‎.openpublishing.redirection.sentinel.json

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"redirections": [
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"source_path": "articles/sentinel/notebooks-troubleshoot.md",
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"redirect_url": "/azure/sentinel/notebooks-hunt",
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"redirect_document_id": true
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},
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{
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"source_path": "articles/sentinel/detect-threats-built-in.md#use-analytics-rule-templates",
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"redirect_url": "/azure/sentinel/create-analytics-rule-from-template",

‎CODEOWNERS

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/articles/mariadb @tynevi @thomps23
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/articles/mysql @tynevi @thomps23
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/articles/managed-instance-apache-cassandra @tynevi @thomps23
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/articles/virtual-machines @jasonwhowell @thomps23
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/articles/virtual-machines-scale-sets @jasonwhowell @thomps23
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/articles/container-instances @jasonwhowell @thomps23
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/articles/service-fabric @jasonwhowell @thomps23

‎articles/ai-services/computer-vision/how-to/specify-detection-model.md

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The different face detection models are optimized for different tasks. See the following table for an overview of the differences.
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| Model | Description | Performance notes | Attributes | Landmarks |
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|---------|------------|-------------------|-------------|--|
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|**detection_01** | Default choice for all face detection operations. | Not optimized for small, side-view, or blurry faces. | Returns main face attributes (head pose, glasses, and so on) if they're specified in the detect call. | Returns face landmarks if they're specified in the detect call. |
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|**detection_02** | Released in May 2019 and available optionally in all face detection operations. | Improved accuracy on small, side-view, and blurry faces. | Doesn't return face attributes. | Doesn't return face landmarks. |
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|**detection_03** | Released in February 2021 and available optionally in all face detection operations. | Further improved accuracy, including on smaller faces (64x64 pixels) and rotated face orientations. | Returns mask, blur, and head pose attributes if they're specified in the detect call. | Returns face landmarks if they're specified in the detect call. |
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| Model | Description | Performance notes | Landmarks |
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|-------|-------------|-------------------|-----------|
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|**detection_01** | Default choice for all face detection operations. | Not optimized for small, side-view, or blurry faces. | Returns face landmarks if they're specified in the detect call. |
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|**detection_02** | Released in May 2019 and available optionally in all face detection operations. | Improved accuracy on small, side-view, and blurry faces. | Doesn't return face landmarks. |
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|**detection_03** | Released in February 2021 and available optionally in all face detection operations. | Further improved accuracy, including on smaller faces (64x64 pixels) and rotated face orientations. | Returns face landmarks if they're specified in the detect call. |
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Attributes are a set of features that can optionally be detected if they're specified in the detect call:
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| Model | accessories | blur | exposure | glasses | headPose | mask | noise | occlusion | qualityForRecognition |
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|-------|:-----------:|:----:|:--------:|:-------:|:--------:|:----:|:-----:|:---------:|:---------------------:|
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|**detection_01** | ✔️ | ✔️ | ✔️ | ✔️ | ✔️ | | ✔️ | ✔️ | ✔️ (for recognition_03 or 04) |
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|**detection_02** | | | | | | | | | |
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|**detection_03** | | ✔️ | ✔️ | ✔️ | ✔️ | ✔️ | | ✔️ | ✔️ (for recognition_03 or 04) |
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The best way to compare the performances of the detection models is to use them on a sample dataset. We recommend calling the [Detect] API on a variety of images, especially images of many faces or of faces that are difficult to see, using each detection model. Pay attention to the number of faces that each model returns.
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‎articles/ai-services/computer-vision/includes/environment-variables.md

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[!INCLUDE [find key and endpoint](./find-key.md)]
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> [!TIP]
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> Don't include the key directly in your code, and never post it publicly. See the Azure AI services [security](../../security-features.md) article for more authentication options like [Azure Key Vault](../../use-key-vault.md).
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To set the environment variable for your key and endpoint, open a console window and follow the instructions for your operating system and development environment.
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1. To set the `VISION_KEY` environment variable, replace `<your_key>` with one of the keys for your resource.
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2. To set the `VISION_ENDPOINT` environment variable, replace `<your_endpoint>` with the endpoint for your resource.
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- To set the `VISION_KEY` environment variable, replace `<your_key>` with one of the keys for your resource.
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- To set the `VISION_ENDPOINT` environment variable, replace `<your_endpoint>` with the endpoint for your resource.
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[!INCLUDE [Azure key vault](~/reusable-content/ce-skilling/azure/includes/ai-services/security/azure-key-vault.md)]
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#### [Windows](#tab/windows)
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‎articles/ai-services/computer-vision/includes/face-environment-variables.md

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[!INCLUDE [find key and endpoint](./find-key.md)]
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> [!TIP]
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> Don't include the key directly in your code, and never post it publicly. See the Azure AI services [security](../../security-features.md) article for more authentication options like [Azure Key Vault](../../use-key-vault.md).
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To set the environment variable for your key and endpoint, open a console window and follow the instructions for your operating system and development environment.
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1. To set the `FACE_APIKEY` environment variable, replace `<your_key>` with one of the keys for your resource.
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2. To set the `FACE_ENDPOINT` environment variable, replace `<your_endpoint>` with the endpoint for your resource.
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- To set the `FACE_APIKEY` environment variable, replace `<your_key>` with one of the keys for your resource.
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- To set the `FACE_ENDPOINT` environment variable, replace `<your_endpoint>` with the endpoint for your resource.
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[!INCLUDE [Azure key vault](~/reusable-content/ce-skilling/azure/includes/ai-services/security/azure-key-vault.md)]
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#### [Windows](#tab/windows)
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‎articles/ai-services/computer-vision/includes/how-to-guides/analyze-image-40-cpp.md

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To authenticate against the Image Analysis service, you need a Computer Vision key and endpoint URL.
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> [!TIP]
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> Don't include the key directly in your code, and never post it publicly. See the Azure AI services [security](/azure/ai-services/security-features) article for more authentication options like [Azure Key Vault](/azure/ai-services/use-key-vault).
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[!INCLUDE [Azure key vault](~/reusable-content/ce-skilling/azure/includes/ai-services/security/azure-key-vault.md)]
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The SDK example assumes that you defined the environment variables `VISION_KEY` and `VISION_ENDPOINT` with your key and endpoint.
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