acrolinx score

Author: IngridAtMicrosoft

articles/azure-video-indexer/customize-person-model-overview.md

@@ -13,15 +13,15 @@ author: IngridAtMicrosoft
 
 [!INCLUDE [Gate notice](./includes/face-limited-access.md)]
 
-Azure AI Video Indexer supports celebrity recognition in your videos. The celebrity recognition feature covers approximately one million faces based on commonly requested data source such as IMDB, Wikipedia, and top LinkedIn influencers. Faces that are not recognized by Azure AI Video Indexer are still detected but are left unnamed. Customers can build custom Person models and enable Azure AI Video Indexer to recognize faces that are not recognized by default. Customers can build these Person models by pairing a person's name with image files of the person's face.  
+Azure AI Video Indexer supports celebrity recognition in your videos. The celebrity recognition feature covers approximately one million faces based on commonly requested data source such as IMDB, Wikipedia, and top LinkedIn influencers. Faces that aren't recognized by Azure AI Video Indexer are still detected but are left unnamed. Customers can build custom Person models and enable Azure AI Video Indexer to recognize faces that aren't recognized by default. Customers can build these Person models by pairing a person's name with image files of the person's face.  
 
 If your account caters to different use-cases, you can benefit from being able to create multiple Person models per account. For example, if the content in your account is meant to be sorted into different channels, you might want to create a separate Person model for each channel. 
 
 > [!NOTE]
 > Each Person model supports up to 1 million people and each account has a limit of 50 Person models. 
 
-Once a model is created, you can use it by providing the model ID of a specific Person model when uploading/indexing or reindexing a video. Training a new face for a video, updates the specific custom model that the video was associated with. 
+Once a model is created, you can use it by providing the model ID of a specific Person model when uploading/indexing or reindexing a video. Training a new face for a video updates the specific custom model that the video was associated with. 
 
-If you do not need the multiple Person model support, do not assign a Person model ID to your video when uploading/indexing or reindexing. In this case, Azure AI Video Indexer will use the default Person model in your account. 
+If you don't need the multiple Person model support, don't assign a Person model ID to your video when uploading/indexing or reindexing. In this case, Azure AI Video Indexer will use the default Person model in your account. 
 
-You can use the Azure AI Video Indexer website to edit faces that were detected in a video and to manage multiple custom Person models in your account, as described in the [Customize a Person model using a website](customize-person-model-with-website.md) topic. You can also use the API, as described in [Customize a Person model using APIs](customize-person-model-with-api.md).
+You can use the Azure AI Video Indexer website to edit faces that were detected in a video and to manage multiple custom Person models in your account, as described in the [Customize a Person model using a website](customize-person-model-with-website.md) article. You can also use the API, as described in [Customize a Person model using APIs](customize-person-model-with-api.md).