Rekognition Settings – Detect Faces
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I turned on “Detect Faces” in Rekognition Settings Under Media Cloud. I processed the images that are already in S3 using Rekognition Importer. After Importer is done, I go back to Media and looked at the images being processed by Rokognition. I don’t see any facial detection metadata. My questions: Does “Detect Faces” actually work? If it does, how or where do I see result of face detect?
Viewing 4 replies - 1 through 4 (of 4 total)
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If you look at the meta for the attachment, there should be a field called ‘faces’, if a face was found.
If you turn on PHP error logging in php.ini (log_errors = YES and error_log = /path/to/error.log) and then turn on debugging in the plugin you’ll be able to see the raw results for Rekognition in your logs.
I’ll do some testing today though to see if anything has been broken in an update.
Thanks,
Jon.
Thank you for responding Jon. I will turn on PHP error logging and check again. Will provide update soon.
I didn’t find a php.ini (or PHP.INI) file in my WordPress project directory.
The php.ini file will be wherever your php is installed to.
I’ve done a lot of testing with Rekognition today and there are a few things of note. You’ll need to make sure your IAM user policy is correct. This is the minimum policy you’ll need to use:
{ "Version": "2012-10-17", "Statement": [ { "Sid": "VisualEditor0", "Effect": "Allow", "Action": [ "s3:DeleteObjectTagging", "s3:ListBucketMultipartUploads", "s3:DeleteObjectVersion", "s3:ListBucket", "s3:DeleteObjectVersionTagging", "s3:GetBucketAcl", "s3:ListMultipartUploadParts", "s3:PutObject", "s3:GetObjectAcl", "s3:GetObject", "s3:AbortMultipartUpload", "s3:DeleteObject", "s3:GetBucketLocation", "s3:PutObjectAcl" ], "Resource": [ "arn:aws:s3:::YOURBUCKET", "arn:aws:s3:::YOURBUCKET/*", ] }, { "Sid": "VisualEditor1", "Effect": "Allow", "Action": [ "rekognition:DetectLabels", "rekognition:GetCelebrityRecognition", "rekognition:GetContentModeration", "rekognition:DetectFaces", "rekognition:DetectModerationLabels", "rekognition:RecognizeCelebrities", "rekognition:CompareFaces", "rekognition:DetectText", "rekognition:GetCelebrityInfo", "s3:HeadBucket", "rekognition:GetLabelDetection" ], "Resource": "*" } ] }Replace YOURBUCKET with the name of your bucket.
You’ll also need to make sure that your bucket is in one of the following AWS regions:
us-east-1 => US East (Northern Virginia)
us-east-2 => US East (Ohio)
us-west-2 => US West (Oregon)
eu-west-1 => EU (Ireland)
ap-south-1 => Asia Pacific (Mumbai)
ap-northeast-2 => Asia Pacific (Seoul)
ap-southeast-2 => Asia Pacific (Sydney)
ap-northeast-1 => Asia Pacific (Tokyo)
us-gov-west-1 => AWS GovCloud (US)If it’s not in one of those buckets, it will not work. Make sure the region in Rekognition settings of the plugin are set to the same region as your bucket.
The face data is stored in the meta data for an attachment:
$meta = wp_get_attachment_metadata($attachement_id); // The face data will be in $meta['faces'] if any faces were detectedHere is a var_dump() of what the attachment metadata looks like:
Array ( [width] => 673 [height] => 1024 [file] => nice/2018/11/03/10/07/20/0036_40790438_244300536164142_764647553286275072_n.jpg [sizes] => Array ( [thumbnail] => Array ( [file] => 0036_40790438_244300536164142_764647553286275072_n-150x150.jpg [width] => 150 [height] => 150 [mime-type] => image/jpeg [s3] => Array ( [url] => https://gutenberg-rekognition-test.s3-accelerate.amazonaws.com/2018/11/0036_40790438_244300536164142_764647553286275072_n-150x150.jpg [bucket] => gutenberg-rekognition-test [privacy] => public-read [key] => 2018/11/0036_40790438_244300536164142_764647553286275072_n-150x150.jpg [provider] => s3 [options] => Array ( ) [mime-type] => image/jpeg ) ) [medium] => Array ( [file] => 0036_40790438_244300536164142_764647553286275072_n-197x300.jpg [width] => 197 [height] => 300 [mime-type] => image/jpeg [s3] => Array ( [url] => https://gutenberg-rekognition-test.s3-accelerate.amazonaws.com/2018/11/0036_40790438_244300536164142_764647553286275072_n-197x300.jpg [bucket] => gutenberg-rekognition-test [privacy] => public-read [key] => 2018/11/0036_40790438_244300536164142_764647553286275072_n-197x300.jpg [provider] => s3 [options] => Array ( ) [mime-type] => image/jpeg ) ) [large] => Array ( [file] => 0036_40790438_244300536164142_764647553286275072_n-673x1024.jpg [width] => 673 [height] => 1024 [mime-type] => image/jpeg [s3] => Array ( [url] => https://gutenberg-rekognition-test.s3-accelerate.amazonaws.com/2018/11/0036_40790438_244300536164142_764647553286275072_n-673x1024.jpg [bucket] => gutenberg-rekognition-test [privacy] => public-read [key] => 2018/11/0036_40790438_244300536164142_764647553286275072_n-673x1024.jpg [provider] => s3 [options] => Array ( ) [mime-type] => image/jpeg ) ) [hero-image] => Array ( [file] => 0036_40790438_244300536164142_764647553286275072_n-673x683.jpg [width] => 673 [height] => 683 [mime-type] => image/jpeg [s3] => Array ( [url] => https://gutenberg-rekognition-test.s3-accelerate.amazonaws.com/2018/11/0036_40790438_244300536164142_764647553286275072_n-673x683.jpg [bucket] => gutenberg-rekognition-test [privacy] => public-read [key] => 2018/11/0036_40790438_244300536164142_764647553286275072_n-673x683.jpg [provider] => s3 [options] => Array ( ) [mime-type] => image/jpeg ) ) [hero-simple] => Array ( [file] => 0036_40790438_244300536164142_764647553286275072_n-673x550.jpg [width] => 673 [height] => 550 [mime-type] => image/jpeg [s3] => Array ( [url] => https://gutenberg-rekognition-test.s3-accelerate.amazonaws.com/2018/11/0036_40790438_244300536164142_764647553286275072_n-673x550.jpg [bucket] => gutenberg-rekognition-test [privacy] => public-read [key] => 2018/11/0036_40790438_244300536164142_764647553286275072_n-673x550.jpg [provider] => s3 [options] => Array ( ) [mime-type] => image/jpeg ) ) [small-square] => Array ( [file] => 0036_40790438_244300536164142_764647553286275072_n-640x640.jpg [width] => 640 [height] => 640 [mime-type] => image/jpeg [s3] => Array ( [url] => https://gutenberg-rekognition-test.s3-accelerate.amazonaws.com/2018/11/0036_40790438_244300536164142_764647553286275072_n-640x640.jpg [bucket] => gutenberg-rekognition-test [privacy] => public-read [key] => 2018/11/0036_40790438_244300536164142_764647553286275072_n-640x640.jpg [provider] => s3 [options] => Array ( ) [mime-type] => image/jpeg ) ) ) [image_meta] => Array ( [aperture] => 0 [credit] => [camera] => [caption] => [created_timestamp] => 0 [copyright] => [focal_length] => 0 [iso] => 0 [shutter_speed] => 0 [title] => [orientation] => 0 [keywords] => Array ( ) ) [s3] => Array ( [url] => https://gutenberg-rekognition-test.s3-accelerate.amazonaws.com/2018/11/0036_40790438_244300536164142_764647553286275072_n.jpg [bucket] => gutenberg-rekognition-test [privacy] => public-read [key] => 2018/11/0036_40790438_244300536164142_764647553286275072_n.jpg [provider] => s3 [options] => Array ( ) [mime-type] => image/jpeg ) [faces] => Array ( [0] => Array ( [BoundingBox] => Array ( [Width] => 0.16790489852428 [Height] => 0.1103515625 [Left] => 0.21248142421246 [Top] => 0.05078125 ) [AgeRange] => Array ( [Low] => 26 [High] => 43 ) [Smile] => Array ( [Value] => [Confidence] => 90.128707885742 ) [Eyeglasses] => Array ( [Value] => [Confidence] => 99.782775878906 ) [Sunglasses] => Array ( [Value] => [Confidence] => 99.588790893555 ) [Gender] => Array ( [Value] => Female [Confidence] => 99.999702453613 ) [Beard] => Array ( [Value] => [Confidence] => 99.934944152832 ) [Mustache] => Array ( [Value] => [Confidence] => 99.997329711914 ) [EyesOpen] => Array ( [Value] => 1 [Confidence] => 99.99715423584 ) [MouthOpen] => Array ( [Value] => [Confidence] => 91.838279724121 ) [Emotions] => Array ( [0] => Array ( [Type] => CALM [Confidence] => 76.60627746582 ) [1] => Array ( [Type] => HAPPY [Confidence] => 26.10064125061 ) [2] => Array ( [Type] => SAD [Confidence] => 2.0383536815643 ) ) [Landmarks] => Array ( [0] => Array ( [Type] => eyeLeft [X] => 0.26921534538269 [Y] => 0.096239008009434 ) [1] => Array ( [Type] => eyeRight [X] => 0.32335963845253 [Y] => 0.09582045674324 ) [2] => Array ( [Type] => nose [X] => 0.29901498556137 [Y] => 0.11317467689514 ) [3] => Array ( [Type] => mouthLeft [X] => 0.28169691562653 [Y] => 0.13609923422337 ) [4] => Array ( [Type] => mouthRight [X] => 0.31714773178101 [Y] => 0.13541348278522 ) [5] => Array ( [Type] => leftPupil [X] => 0.27210903167725 [Y] => 0.096320874989033 ) [6] => Array ( [Type] => rightPupil [X] => 0.32509756088257 [Y] => 0.094451501965523 ) [7] => Array ( [Type] => leftEyeBrowLeft [X] => 0.24802127480507 [Y] => 0.083377748727798 ) [8] => Array ( [Type] => leftEyeBrowUp [X] => 0.26342269778252 [Y] => 0.080130204558372 ) [9] => Array ( [Type] => leftEyeBrowRight [X] => 0.28089293837547 [Y] => 0.083327442407608 ) [10] => Array ( [Type] => rightEyeBrowLeft [X] => 0.31048738956451 [Y] => 0.083573184907436 ) [11] => Array ( [Type] => rightEyeBrowUp [X] => 0.32498818635941 [Y] => 0.080256082117558 ) [12] => Array ( [Type] => rightEyeBrowRight [X] => 0.33906579017639 [Y] => 0.082221016287804 ) [13] => Array ( [Type] => leftEyeLeft [X] => 0.25796765089035 [Y] => 0.096822209656239 ) [14] => Array ( [Type] => leftEyeRight [X] => 0.27993333339691 [Y] => 0.096864156424999 ) [15] => Array ( [Type] => leftEyeUp [X] => 0.26931995153427 [Y] => 0.093370839953423 ) [16] => Array ( [Type] => leftEyeDown [X] => 0.26937553286552 [Y] => 0.098502993583679 ) [17] => Array ( [Type] => rightEyeLeft [X] => 0.3126737177372 [Y] => 0.097046725451946 ) [18] => Array ( [Type] => rightEyeRight [X] => 0.33314269781113 [Y] => 0.095704965293407 ) [19] => Array ( [Type] => rightEyeUp [X] => 0.32304656505585 [Y] => 0.092858165502548 ) [20] => Array ( [Type] => rightEyeDown [X] => 0.32412412762642 [Y] => 0.098227366805077 ) [21] => Array ( [Type] => noseLeft [X] => 0.28966122865677 [Y] => 0.1231747046113 ) [22] => Array ( [Type] => noseRight [X] => 0.30705398321152 [Y] => 0.12315227091312 ) [23] => Array ( [Type] => mouthUp [X] => 0.30040156841278 [Y] => 0.13008078932762 ) [24] => Array ( [Type] => mouthDown [X] => 0.30214485526085 [Y] => 0.14393526315689 ) ) [Pose] => Array ( [Roll] => -1.0160439014435 [Yaw] => -1.1779615879059 [Pitch] => 2.771534204483 ) [Quality] => Array ( [Brightness] => 79.942672729492 [Sharpness] => 86.932060241699 ) [Confidence] => 99.996658325195 ) [1] => Array ( [BoundingBox] => Array ( [Width] => 0.15898959338665 [Height] => 0.103515625 [Left] => 0.55423474311829 [Top] => 0.0498046875 ) [AgeRange] => Array ( [Low] => 20 [High] => 38 ) [Smile] => Array ( [Value] => [Confidence] => 53.32612991333 ) [Eyeglasses] => Array ( [Value] => [Confidence] => 99.877861022949 ) [Sunglasses] => Array ( [Value] => [Confidence] => 99.712669372559 ) [Gender] => Array ( [Value] => Female [Confidence] => 99.998840332031 ) [Beard] => Array ( [Value] => [Confidence] => 98.909339904785 ) [Mustache] => Array ( [Value] => [Confidence] => 99.75537109375 ) [EyesOpen] => Array ( [Value] => 1 [Confidence] => 99.999824523926 ) [MouthOpen] => Array ( [Value] => [Confidence] => 90.889503479004 ) [Emotions] => Array ( [0] => Array ( [Type] => HAPPY [Confidence] => 76.651100158691 ) [1] => Array ( [Type] => CALM [Confidence] => 50.205429077148 ) [2] => Array ( [Type] => CONFUSED [Confidence] => 1.0253548622131 ) ) [Landmarks] => Array ( [0] => Array ( [Type] => eyeLeft [X] => 0.60221344232559 [Y] => 0.096578359603882 ) [1] => Array ( [Type] => eyeRight [X] => 0.65561658143997 [Y] => 0.088760875165462 ) [2] => Array ( [Type] => nose [X] => 0.62256306409836 [Y] => 0.10845056176186 ) [3] => Array ( [Type] => mouthLeft [X] => 0.6178594827652 [Y] => 0.13119769096375 ) [4] => Array ( [Type] => mouthRight [X] => 0.655277967453 [Y] => 0.12581962347031 ) [5] => Array ( [Type] => leftPupil [X] => 0.60646694898605 [Y] => 0.096310116350651 ) [6] => Array ( [Type] => rightPupil [X] => 0.65795290470123 [Y] => 0.087247543036938 ) [7] => Array ( [Type] => leftEyeBrowLeft [X] => 0.58321338891983 [Y] => 0.085290424525738 ) [8] => Array ( [Type] => leftEyeBrowUp [X] => 0.59432953596115 [Y] => 0.081016600131989 ) [9] => Array ( [Type] => leftEyeBrowRight [X] => 0.60753005743027 [Y] => 0.081010758876801 ) [10] => Array ( [Type] => rightEyeBrowLeft [X] => 0.63595622777939 [Y] => 0.076753318309784 ) [11] => Array ( [Type] => rightEyeBrowUp [X] => 0.65531748533249 [Y] => 0.071316830813885 ) [12] => Array ( [Type] => rightEyeBrowRight [X] => 0.67402452230453 [Y] => 0.074557721614838 ) [13] => Array ( [Type] => leftEyeLeft [X] => 0.59276306629181 [Y] => 0.098151139914989 ) [14] => Array ( [Type] => leftEyeRight [X] => 0.6119299530983 [Y] => 0.096098512411118 ) [15] => Array ( [Type] => leftEyeUp [X] => 0.60134774446487 [Y] => 0.093652173876762 ) [16] => Array ( [Type] => leftEyeDown [X] => 0.60294610261917 [Y] => 0.098958089947701 ) [17] => Array ( [Type] => rightEyeLeft [X] => 0.64423322677612 [Y] => 0.091043494641781 ) [18] => Array ( [Type] => rightEyeRight [X] => 0.66729933023453 [Y] => 0.087408229708672 ) [19] => Array ( [Type] => rightEyeUp [X] => 0.65432786941528 [Y] => 0.085857026278973 ) [20] => Array ( [Type] => rightEyeDown [X] => 0.65675550699234 [Y] => 0.091199740767479 ) [21] => Array ( [Type] => noseLeft [X] => 0.62085485458374 [Y] => 0.11755715310574 ) [22] => Array ( [Type] => noseRight [X] => 0.63898819684982 [Y] => 0.11552639305592 ) [23] => Array ( [Type] => mouthUp [X] => 0.63159310817719 [Y] => 0.12267334759235 ) [24] => Array ( [Type] => mouthDown [X] => 0.63674688339233 [Y] => 0.13607706129551 ) ) [Pose] => Array ( [Roll] => -12.605429649353 [Yaw] => -15.24743938446 [Pitch] => 5.538863658905 ) [Quality] => Array ( [Brightness] => 91.371520996094 [Sharpness] => 83.234924316406 ) [Confidence] => 99.971328735352 ) ) )I’m pretty confident your issues are either region or permissions related.
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