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(SQL Server) Amazon Rekognition - Detect Faces in an Image
Detects faces within an image that is provided as input. This example passes theimage as base64-encoded image bytes.For more information, see https://docs.aws.amazon.com/rekognition/latest/dg/API_DetectFaces.html
-- Important: See this note about string length limitations for strings returned by sp_OAMethod calls.
--
CREATE PROCEDURE ChilkatSample
AS
BEGIN
DECLARE @hr int
DECLARE @iTmp0 int
-- Important: Do not use nvarchar(max). See the warning about using nvarchar(max).
DECLARE @sTmp0 nvarchar(4000)
DECLARE @rest int
-- Use "Chilkat_9_5_0.Rest" for versions of Chilkat < 10.0.0
EXEC @hr = sp_OACreate 'Chilkat.Rest', @rest OUT
IF @hr <> 0
BEGIN
PRINT 'Failed to create ActiveX component'
RETURN
END
DECLARE @success int
DECLARE @authAws int
-- Use "Chilkat_9_5_0.AuthAws" for versions of Chilkat < 10.0.0
EXEC @hr = sp_OACreate 'Chilkat.AuthAws', @authAws OUT
EXEC sp_OASetProperty @authAws, 'AccessKey', 'AWS_ACCESS_KEY'
EXEC sp_OASetProperty @authAws, 'SecretKey', 'AWS_SECRET_KEY'
-- Don't forget to change the region to your particular region. (Also make the same change in the call to Connect below.)
EXEC sp_OASetProperty @authAws, 'Region', 'us-west-2'
EXEC sp_OASetProperty @authAws, 'ServiceName', 'rekognition'
-- SetAuthAws causes Chilkat to automatically add the following headers: Authorization, X-Amz-Date
EXEC sp_OAMethod @rest, 'SetAuthAws', @success OUT, @authAws
-- URL: https://rekognition.us-west-2.amazonaws.com/
DECLARE @bTls int
SELECT @bTls = 1
DECLARE @port int
SELECT @port = 443
DECLARE @bAutoReconnect int
SELECT @bAutoReconnect = 1
-- Don't forget to change the region domain (us-west-2.amazonaws.com) to your particular region.
EXEC sp_OAMethod @rest, 'Connect', @success OUT, 'rekognition.us-west-2.amazonaws.com', @port, @bTls, @bAutoReconnect
IF @success <> 1
BEGIN
EXEC sp_OAGetProperty @rest, 'ConnectFailReason', @iTmp0 OUT
PRINT 'ConnectFailReason: ' + @iTmp0
EXEC sp_OAGetProperty @rest, 'LastErrorText', @sTmp0 OUT
PRINT @sTmp0
EXEC @hr = sp_OADestroy @rest
EXEC @hr = sp_OADestroy @authAws
RETURN
END
-- Note: The above code does not need to be repeatedly called for each REST request.
-- The rest object can be setup once, and then many requests can be sent. Chilkat will automatically
-- reconnect within a FullRequest* method as needed. It is only the very first connection that is explicitly
-- made via the Connect method.
-- Load the JPG to be passed as base64 in the JSON.
DECLARE @bdJpg int
-- Use "Chilkat_9_5_0.BinData" for versions of Chilkat < 10.0.0
EXEC @hr = sp_OACreate 'Chilkat.BinData', @bdJpg OUT
EXEC sp_OAMethod @bdJpg, 'LoadFile', @success OUT, 'qa_data/jpg/kid_blue_coat.jpg'
IF @success <> 1
BEGIN
PRINT 'Failed to load the input JPG file.'
EXEC @hr = sp_OADestroy @rest
EXEC @hr = sp_OADestroy @authAws
EXEC @hr = sp_OADestroy @bdJpg
RETURN
END
-- We wish to send the following JSON in the body of our HTTP request:
-- {
-- "Image": {
-- "Bytes": "base64_image_bytes"
-- }
-- "Attributes": [
-- "ALL"
-- ]
-- }
-- Here is the image we used for testing:
-- Convert binary image bytes to base64.
-- Note: We are explicitly keeping the data inside Chilkat to avoid having to pass large strings
-- as arguments to function calls. This is important for some programming languages.
DECLARE @sbJpg int
-- Use "Chilkat_9_5_0.StringBuilder" for versions of Chilkat < 10.0.0
EXEC @hr = sp_OACreate 'Chilkat.StringBuilder', @sbJpg OUT
EXEC sp_OAMethod @bdJpg, 'GetEncodedSb', @success OUT, 'base64', @sbJpg
DECLARE @json int
-- Use "Chilkat_9_5_0.JsonObject" for versions of Chilkat < 10.0.0
EXEC @hr = sp_OACreate 'Chilkat.JsonObject', @json OUT
EXEC sp_OAMethod @json, 'UpdateSb', @success OUT, 'Image.Bytes', @sbJpg
EXEC sp_OAMethod @json, 'UpdateString', @success OUT, 'Attributes[0]', 'ALL'
EXEC sp_OAMethod @rest, 'AddHeader', @success OUT, 'Content-Type', 'application/x-amz-json-1.1'
EXEC sp_OAMethod @rest, 'AddHeader', @success OUT, 'X-Amz-Target', 'RekognitionService.DetectFaces'
DECLARE @sbRequestBody int
-- Use "Chilkat_9_5_0.StringBuilder" for versions of Chilkat < 10.0.0
EXEC @hr = sp_OACreate 'Chilkat.StringBuilder', @sbRequestBody OUT
EXEC sp_OAMethod @json, 'EmitSb', @success OUT, @sbRequestBody
DECLARE @sbResponseBody int
-- Use "Chilkat_9_5_0.StringBuilder" for versions of Chilkat < 10.0.0
EXEC @hr = sp_OACreate 'Chilkat.StringBuilder', @sbResponseBody OUT
EXEC sp_OAMethod @rest, 'FullRequestSb', @success OUT, 'POST', '/', @sbRequestBody, @sbResponseBody
IF @success <> 1
BEGIN
EXEC sp_OAGetProperty @rest, 'LastErrorText', @sTmp0 OUT
PRINT @sTmp0
EXEC @hr = sp_OADestroy @rest
EXEC @hr = sp_OADestroy @authAws
EXEC @hr = sp_OADestroy @bdJpg
EXEC @hr = sp_OADestroy @sbJpg
EXEC @hr = sp_OADestroy @json
EXEC @hr = sp_OADestroy @sbRequestBody
EXEC @hr = sp_OADestroy @sbResponseBody
RETURN
END
DECLARE @respStatusCode int
EXEC sp_OAGetProperty @rest, 'ResponseStatusCode', @respStatusCode OUT
PRINT 'response status code = ' + @respStatusCode
IF @respStatusCode >= 400
BEGIN
PRINT 'Response Status Code = ' + @respStatusCode
PRINT 'Response Header:'
EXEC sp_OAGetProperty @rest, 'ResponseHeader', @sTmp0 OUT
PRINT @sTmp0
PRINT 'Response Body:'
EXEC sp_OAMethod @sbResponseBody, 'GetAsString', @sTmp0 OUT
PRINT @sTmp0
EXEC @hr = sp_OADestroy @rest
EXEC @hr = sp_OADestroy @authAws
EXEC @hr = sp_OADestroy @bdJpg
EXEC @hr = sp_OADestroy @sbJpg
EXEC @hr = sp_OADestroy @json
EXEC @hr = sp_OADestroy @sbRequestBody
EXEC @hr = sp_OADestroy @sbResponseBody
RETURN
END
DECLARE @jResp int
-- Use "Chilkat_9_5_0.JsonObject" for versions of Chilkat < 10.0.0
EXEC @hr = sp_OACreate 'Chilkat.JsonObject', @jResp OUT
EXEC sp_OAMethod @jResp, 'LoadSb', @success OUT, @sbResponseBody
EXEC sp_OASetProperty @jResp, 'EmitCompact', 0
EXEC sp_OAMethod @jResp, 'Emit', @sTmp0 OUT
PRINT @sTmp0
-- Sample JSON response:
-- (Sample code for parsing the JSON response is shown below)
-- {
-- "FaceDetails": [
-- {
-- "AgeRange": {
-- "High": 18,
-- "Low": 8
-- },
-- "Beard": {
-- "Confidence": 98.06282806396484,
-- "Value": false
-- },
-- "BoundingBox": {
-- "Height": 0.327279269695282,
-- "Left": 0.5339247584342957,
-- "Top": 0.23660442233085632,
-- "Width": 0.35611653327941895
-- },
-- "Confidence": 99.99732971191406,
-- "Emotions": [
-- {
-- "Confidence": 99.5849380493164,
-- "Type": "HAPPY"
-- },
-- {
-- "Confidence": 0.15533843636512756,
-- "Type": "CALM"
-- },
-- {
-- "Confidence": 0.08864031732082367,
-- "Type": "SURPRISED"
-- },
-- {
-- "Confidence": 0.05476664379239082,
-- "Type": "SAD"
-- },
-- {
-- "Confidence": 0.042048510164022446,
-- "Type": "CONFUSED"
-- },
-- {
-- "Confidence": 0.038942769169807434,
-- "Type": "DISGUSTED"
-- },
-- {
-- "Confidence": 0.021463459357619286,
-- "Type": "FEAR"
-- },
-- {
-- "Confidence": 0.013858155347406864,
-- "Type": "ANGRY"
-- }
-- ],
-- "Eyeglasses": {
-- "Confidence": 98.5116195678711,
-- "Value": false
-- },
-- "EyesOpen": {
-- "Confidence": 99.65477752685547,
-- "Value": true
-- },
-- "Gender": {
-- "Confidence": 97.1164321899414,
-- "Value": "Female"
-- },
-- "Landmarks": [
-- {
-- "Type": "eyeLeft",
-- "X": 0.6554790735244751,
-- "Y": 0.35153862833976746
-- },
-- {
-- "Type": "eyeRight",
-- "X": 0.7940073609352112,
-- "Y": 0.38292214274406433
-- },
-- {
-- "Type": "mouthLeft",
-- "X": 0.6188991069793701,
-- "Y": 0.46431097388267517
-- },
-- {
-- "Type": "mouthRight",
-- "X": 0.7352844476699829,
-- "Y": 0.490242063999176
-- },
-- {
-- "Type": "nose",
-- "X": 0.7125006914138794,
-- "Y": 0.44607019424438477
-- },
-- {
-- "Type": "leftEyeBrowLeft",
-- "X": 0.6096581220626831,
-- "Y": 0.3071737587451935
-- },
-- {
-- "Type": "leftEyeBrowRight",
-- "X": 0.6628581285476685,
-- "Y": 0.3133310079574585
-- },
-- {
-- "Type": "leftEyeBrowUp",
-- "X": 0.7027584314346313,
-- "Y": 0.33200803399086
-- },
-- {
-- "Type": "rightEyeBrowLeft",
-- "X": 0.7813941240310669,
-- "Y": 0.35023579001426697
-- },
-- {
-- "Type": "rightEyeBrowRight",
-- "X": 0.8213478922843933,
-- "Y": 0.34993964433670044
-- },
-- {
-- "Type": "rightEyeBrowUp",
-- "X": 0.8495538234710693,
-- "Y": 0.36189284920692444
-- },
-- {
-- "Type": "leftEyeLeft",
-- "X": 0.629088282585144,
-- "Y": 0.34286588430404663
-- },
-- {
-- "Type": "leftEyeRight",
-- "X": 0.6820939183235168,
-- "Y": 0.3586524724960327
-- },
-- {
-- "Type": "leftEyeUp",
-- "X": 0.6580297946929932,
-- "Y": 0.3468707501888275
-- },
-- {
-- "Type": "leftEyeDown",
-- "X": 0.6537532210350037,
-- "Y": 0.35663917660713196
-- },
-- {
-- "Type": "rightEyeLeft",
-- "X": 0.7655976414680481,
-- "Y": 0.3776427209377289
-- },
-- {
-- "Type": "rightEyeRight",
-- "X": 0.8166338801383972,
-- "Y": 0.38544225692749023
-- },
-- {
-- "Type": "rightEyeUp",
-- "X": 0.7969376444816589,
-- "Y": 0.37844377756118774
-- },
-- {
-- "Type": "rightEyeDown",
-- "X": 0.7909533977508545,
-- "Y": 0.3877102732658386
-- },
-- {
-- "Type": "noseLeft",
-- "X": 0.6727234721183777,
-- "Y": 0.44030481576919556
-- },
-- {
-- "Type": "noseRight",
-- "X": 0.7237889170646667,
-- "Y": 0.45200300216674805
-- },
-- {
-- "Type": "mouthUp",
-- "X": 0.6882695555686951,
-- "Y": 0.4740942418575287
-- },
-- {
-- "Type": "mouthDown",
-- "X": 0.6720560789108276,
-- "Y": 0.5046101808547974
-- },
-- {
-- "Type": "leftPupil",
-- "X": 0.6554790735244751,
-- "Y": 0.35153862833976746
-- },
-- {
-- "Type": "rightPupil",
-- "X": 0.7940073609352112,
-- "Y": 0.38292214274406433
-- },
-- {
-- "Type": "upperJawlineLeft",
-- "X": 0.5517005324363708,
-- "Y": 0.30355724692344666
-- },
-- {
-- "Type": "midJawlineLeft",
-- "X": 0.5320234894752502,
-- "Y": 0.43352627754211426
-- },
-- {
-- "Type": "chinBottom",
-- "X": 0.6419994831085205,
-- "Y": 0.5531964302062988
-- },
-- {
-- "Type": "midJawlineRight",
-- "X": 0.7752369046211243,
-- "Y": 0.48957017064094543
-- },
-- {
-- "Type": "upperJawlineRight",
-- "X": 0.8515444397926331,
-- "Y": 0.37258899211883545
-- }
-- ],
-- "MouthOpen": {
-- "Confidence": 68.26280212402344,
-- "Value": false
-- },
-- "Mustache": {
-- "Confidence": 99.73213195800781,
-- "Value": false
-- },
-- "Pose": {
-- "Pitch": -11.299633026123047,
-- "Roll": 17.6924991607666,
-- "Yaw": 13.582314491271973
-- },
-- "Quality": {
-- "Brightness": 83.72581481933594,
-- "Sharpness": 67.22731018066406
-- },
-- "Smile": {
-- "Confidence": 98.4793930053711,
-- "Value": true
-- },
-- "Sunglasses": {
-- "Confidence": 99.3582992553711,
-- "Value": false
-- }
-- }
-- ]
-- }
-- Sample code for parsing the JSON response...
-- Use the following online tool to generate parsing code from sample JSON:
-- Generate Parsing Code from JSON
DECLARE @AgeRangeHigh int
DECLARE @AgeRangeLow int
DECLARE @BeardConfidence nvarchar(4000)
DECLARE @BeardValue int
DECLARE @BoundingBoxHeight nvarchar(4000)
DECLARE @BoundingBoxLeft nvarchar(4000)
DECLARE @BoundingBoxTop nvarchar(4000)
DECLARE @BoundingBoxWidth nvarchar(4000)
DECLARE @Confidence nvarchar(4000)
DECLARE @EyeglassesConfidence nvarchar(4000)
DECLARE @EyeglassesValue int
DECLARE @EyesOpenConfidence nvarchar(4000)
DECLARE @EyesOpenValue int
DECLARE @GenderConfidence nvarchar(4000)
DECLARE @GenderValue nvarchar(4000)
DECLARE @MouthOpenConfidence nvarchar(4000)
DECLARE @MouthOpenValue int
DECLARE @MustacheConfidence nvarchar(4000)
DECLARE @MustacheValue int
DECLARE @PosePitch nvarchar(4000)
DECLARE @PoseRoll nvarchar(4000)
DECLARE @PoseYaw nvarchar(4000)
DECLARE @QualityBrightness nvarchar(4000)
DECLARE @QualitySharpness nvarchar(4000)
DECLARE @SmileConfidence nvarchar(4000)
DECLARE @SmileValue int
DECLARE @SunglassesConfidence nvarchar(4000)
DECLARE @SunglassesValue int
DECLARE @j int
DECLARE @count_j int
DECLARE @v_Type nvarchar(4000)
DECLARE @X nvarchar(4000)
DECLARE @Y nvarchar(4000)
DECLARE @i int
SELECT @i = 0
DECLARE @count_i int
EXEC sp_OAMethod @jResp, 'SizeOfArray', @count_i OUT, 'FaceDetails'
WHILE @i < @count_i
BEGIN
EXEC sp_OASetProperty @jResp, 'I', @i
EXEC sp_OAMethod @jResp, 'IntOf', @AgeRangeHigh OUT, 'FaceDetails[i].AgeRange.High'
EXEC sp_OAMethod @jResp, 'IntOf', @AgeRangeLow OUT, 'FaceDetails[i].AgeRange.Low'
EXEC sp_OAMethod @jResp, 'StringOf', @BeardConfidence OUT, 'FaceDetails[i].Beard.Confidence'
EXEC sp_OAMethod @jResp, 'BoolOf', @BeardValue OUT, 'FaceDetails[i].Beard.Value'
EXEC sp_OAMethod @jResp, 'StringOf', @BoundingBoxHeight OUT, 'FaceDetails[i].BoundingBox.Height'
EXEC sp_OAMethod @jResp, 'StringOf', @BoundingBoxLeft OUT, 'FaceDetails[i].BoundingBox.Left'
EXEC sp_OAMethod @jResp, 'StringOf', @BoundingBoxTop OUT, 'FaceDetails[i].BoundingBox.Top'
EXEC sp_OAMethod @jResp, 'StringOf', @BoundingBoxWidth OUT, 'FaceDetails[i].BoundingBox.Width'
EXEC sp_OAMethod @jResp, 'StringOf', @Confidence OUT, 'FaceDetails[i].Confidence'
EXEC sp_OAMethod @jResp, 'StringOf', @EyeglassesConfidence OUT, 'FaceDetails[i].Eyeglasses.Confidence'
EXEC sp_OAMethod @jResp, 'BoolOf', @EyeglassesValue OUT, 'FaceDetails[i].Eyeglasses.Value'
EXEC sp_OAMethod @jResp, 'StringOf', @EyesOpenConfidence OUT, 'FaceDetails[i].EyesOpen.Confidence'
EXEC sp_OAMethod @jResp, 'BoolOf', @EyesOpenValue OUT, 'FaceDetails[i].EyesOpen.Value'
EXEC sp_OAMethod @jResp, 'StringOf', @GenderConfidence OUT, 'FaceDetails[i].Gender.Confidence'
EXEC sp_OAMethod @jResp, 'StringOf', @GenderValue OUT, 'FaceDetails[i].Gender.Value'
EXEC sp_OAMethod @jResp, 'StringOf', @MouthOpenConfidence OUT, 'FaceDetails[i].MouthOpen.Confidence'
EXEC sp_OAMethod @jResp, 'BoolOf', @MouthOpenValue OUT, 'FaceDetails[i].MouthOpen.Value'
EXEC sp_OAMethod @jResp, 'StringOf', @MustacheConfidence OUT, 'FaceDetails[i].Mustache.Confidence'
EXEC sp_OAMethod @jResp, 'BoolOf', @MustacheValue OUT, 'FaceDetails[i].Mustache.Value'
EXEC sp_OAMethod @jResp, 'StringOf', @PosePitch OUT, 'FaceDetails[i].Pose.Pitch'
EXEC sp_OAMethod @jResp, 'StringOf', @PoseRoll OUT, 'FaceDetails[i].Pose.Roll'
EXEC sp_OAMethod @jResp, 'StringOf', @PoseYaw OUT, 'FaceDetails[i].Pose.Yaw'
EXEC sp_OAMethod @jResp, 'StringOf', @QualityBrightness OUT, 'FaceDetails[i].Quality.Brightness'
EXEC sp_OAMethod @jResp, 'StringOf', @QualitySharpness OUT, 'FaceDetails[i].Quality.Sharpness'
EXEC sp_OAMethod @jResp, 'StringOf', @SmileConfidence OUT, 'FaceDetails[i].Smile.Confidence'
EXEC sp_OAMethod @jResp, 'BoolOf', @SmileValue OUT, 'FaceDetails[i].Smile.Value'
EXEC sp_OAMethod @jResp, 'StringOf', @SunglassesConfidence OUT, 'FaceDetails[i].Sunglasses.Confidence'
EXEC sp_OAMethod @jResp, 'BoolOf', @SunglassesValue OUT, 'FaceDetails[i].Sunglasses.Value'
SELECT @j = 0
EXEC sp_OAMethod @jResp, 'SizeOfArray', @count_j OUT, 'FaceDetails[i].Emotions'
WHILE @j < @count_j
BEGIN
EXEC sp_OASetProperty @jResp, 'J', @j
EXEC sp_OAMethod @jResp, 'StringOf', @Confidence OUT, 'FaceDetails[i].Emotions[j].Confidence'
EXEC sp_OAMethod @jResp, 'StringOf', @v_Type OUT, 'FaceDetails[i].Emotions[j].Type'
SELECT @j = @j + 1
END
SELECT @j = 0
EXEC sp_OAMethod @jResp, 'SizeOfArray', @count_j OUT, 'FaceDetails[i].Landmarks'
WHILE @j < @count_j
BEGIN
EXEC sp_OASetProperty @jResp, 'J', @j
EXEC sp_OAMethod @jResp, 'StringOf', @v_Type OUT, 'FaceDetails[i].Landmarks[j].Type'
EXEC sp_OAMethod @jResp, 'StringOf', @X OUT, 'FaceDetails[i].Landmarks[j].X'
EXEC sp_OAMethod @jResp, 'StringOf', @Y OUT, 'FaceDetails[i].Landmarks[j].Y'
SELECT @j = @j + 1
END
SELECT @i = @i + 1
END
EXEC @hr = sp_OADestroy @rest
EXEC @hr = sp_OADestroy @authAws
EXEC @hr = sp_OADestroy @bdJpg
EXEC @hr = sp_OADestroy @sbJpg
EXEC @hr = sp_OADestroy @json
EXEC @hr = sp_OADestroy @sbRequestBody
EXEC @hr = sp_OADestroy @sbResponseBody
EXEC @hr = sp_OADestroy @jResp
END
GO
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