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HUAWEI HMS Core

HMS Core 4.0
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HMS Core GuidesML KitPreparationsIntegrating the HMS SDKAdding Build DependenciesIntegrating the Image Classification SDK

Integrating the Image Classification SDK

Last updated: 2020-06-19 07:14
Content overview

ML Kit provides two SDK integration modes: full SDK and base SDK. You can select either one based on your needs. For details, please refer to Full SDK and base SDK in Overview.

Mode 1: Full SDK Integration (Recommended)

Integrate the base SDK package and then the model package. The following table describes the model package.

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Package Type

Package Name

SDK Size

Storage Position

Model package + Algorithm package

ml-computer-vision-image-classification-model

6.1M

com.huawei.hms:ml-computer-vision-image-classification-model:1.0.4.300

The following is the sample code for integration in full SDK mode:

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  1. dependencies{  
  2.     // Import the base SDK. 
  3.     implementation 'com.huawei.hms:ml-computer-vision-classification:1.0.4.300' 
  4.     // Import the image classification model package. 
  5.     implementation 'com.huawei.hms:ml-computer-vision-image-classification-model:1.0.4.300' 
  6.  }

Mode 2: Base SDK Integration

The sample code is as follows:

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  1. dependencies{ 
  2.     implementation 'com.huawei.hms:ml-computer-vision-classification:1.0.4.300' 
  3. }

Adding Configurations to the File Header

After integrating the SDK in either mode, add the following configuration to the file header:

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  1. apply plugin: 'com.huawei.agconnect'
Notice:

Add the configuration following the configuration item below:

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  1. apply plugin: 'com.android.application'

Automatically Updating the Latest Machine Learning Model

To enable your app to automatically update the latest machine learning model on a device after the user installs your app downloaded from HUAWEI AppGallery, add the following statements to the AndroidManifest.xml file of your app:

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  1. <manifest 
  2.     ... 
  3.     <meta-data              
  4.         android:name="com.huawei.hms.ml.DEPENDENCY"   
  5.         android:value= "label"/> 
  6.     ... 
  7. </manifest>
Integrating the Audio File Transcription SDK
Integrating the Object Detection and Tracking SDK
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