Lena Stepanova hlnstepanova

## face_recognition_services.adoc

      
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                hlnstepanova
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              October 24, 2020 10:19
            
              
                face recognition services comparison
              
          
Service provider

Parameters


Kairos


## demo_results.csv

          
            Microsoft
            Amazon
            Face++
            Kairos
            Luxand

            
              Usual
              80.99%
              99.79%
              94.44%
              79.47%
              99.94%

            
              Hairdo+glasses
              56.88%
              95.88%
              88.17%
              62.72%
              6.06%

            
              Glasses
              60.25%
              98.04%
              89.46%
              74.01%
              91.47%

## amazon_db_query.kt
@Query("SELECT * FROM visitor WHERE img_path LIKE '%' || :id || '%' ")
suspend fun findByAmazonFaceId(id: String): Visitor

## microsoft_db_query.kt
@Query("SELECT * FROM visitor WHERE microsoft_id = :id")
suspend fun findByMicrosoftId(id: String): Visitor

## service_provider_factory.kt
serviceProviders = ServiceFactory.createAIServices(this, FaceApp.values)

## face_recognition_initialization.kt
override fun onCreate() {
super.onCreate()
MicrosoftServiceClient =  FaceServiceRestClient(getString(R.string.microsoft_endpoint), BuildConfig.MICROSOFT_KEY)
}

companion object {
  //Microsoft Azure Initialization
val microsoftServiceClient: FaceServiceClient?
get() = MicrosoftServiceClient
private var MicrosoftServiceClient: FaceServiceClient? = null
	Microsoft	Amazon	Face++	Kairos	Luxand
Usual	80.99%	99.79%	94.44%	79.47%	99.94%
Hairdo+glasses	56.88%	95.88%	88.17%	62.72%	6.06%
Glasses	60.25%	98.04%	89.46%	74.01%	91.47%
	@Query("SELECT * FROM visitor WHERE img_path LIKE '%' \|\| :id \|\| '%' ")
	suspend fun findByAmazonFaceId(id: String): Visitor
	@Query("SELECT * FROM visitor WHERE microsoft_id = :id")
	suspend fun findByMicrosoftId(id: String): Visitor
	override fun onCreate() {
	super.onCreate()
	MicrosoftServiceClient = FaceServiceRestClient(getString(R.string.microsoft_endpoint), BuildConfig.MICROSOFT_KEY)
	}

	companion object {
	//Microsoft Azure Initialization
	val microsoftServiceClient: FaceServiceClient?
	get() = MicrosoftServiceClient
	private var MicrosoftServiceClient: FaceServiceClient? = null