| | DetectFaces プロシージャー | |
画像内の顔を検出します。
○
次の表に、この AI タスクを使用する際に設定する必要があるプロパティ (アクセスに必要な資格情報) を示します。
|
PropertyKey
ProviderType |
| Id |
Key |
SecretKey |
|
| Alibaba |
- |
用户AccessKey |
用户AccessKey |
| Amazon |
- |
Rekognition |
Rekognition |
| Baidu |
视觉技术 |
视觉技术 |
视觉技术 |
| Google |
- |
Cloud Vision API |
- |
| IBM |
- |
Visual Recognition
(非推奨) |
- |
| Microsoft |
- |
Computer Vision |
- |
| MLKit |
ML Kit API |
ML Kit API |
- |
| SAP |
- |
Sandbox Environment
（非推奨） |
- |
| Tencent |
人脸检测与分析 |
人脸检测与分析 |
- |
下記の表に、次の画像を入力とした場合に行われる顔認識 (JSON 構造として) とその処理の所要時間をプロバイダー別に示します。
 |
| プロバイダー |
出力 |
|
ベンチマーク |
| Alibaba |
[ { "label": "Face 1",
"confidence": 1, "top": 432, "left": 445, "width": 93, "height": 129, "Info": [ { "property": "EYEBROWS",
"value": " [ 447.48,477.98,483.71,...,473.37 ] "
}, {
"property": "EYE",
"value": " [ 498.56,467.67,528.86,...,476.46 ] "
}, {
"property": "NOSE",
"value": " [ 462.70,475.86,465.71,...,474.96 ] "
}, {
"property": "MOUTH",
"value": " [ 471.77,475.37,474.31,...,474.75 ] "
}, {
"property": "OUTER CONTOURS",
"value": " [ 520.32,476.36,506.19,...,513.40 ] "
}, {
"property": "IRIS",
"value": " [ 469.08,480.30,4.32,...,4.32 ] " } ] } ]
|
|
12956ms |
| Amazon |
[ { "label": "Female",
"confidence": 0.999, "top": 433, "left": 453, "width": 92, "height": 131, "Info": [ { "property": "Chinbottom",
"value": "{
'X': 0.58294,
'Y': 0.65531
}"
}, {
"property": "Eyeleft",
"value": "{
'X': 0.55245,
'Y': 0.56365
}"
}, {
"property": "Eyeright",
"value": "{
'X': 0.60476,
'Y': 0.56093
}"
}, {
"property": "Lefteyebrowleft",
"value": "{
'X': 0.53189,
'Y': 0.55226
}"
}, {
"property": "Lefteyebrowright",
"value": "{
'X': 0.56244,
'Y': 0.54663
}"
}, {
"property": "Lefteyebrowup", "value": "{
'X': 0.54712,
'Y': 0.54475
}"
}, {
"property": "Lefteyedown",
"value": "{
'X': 0.55310,
'Y': 0.56589
}"
}, {
"property": "Lefteyeleft",
"value": "{
'X': 0.54364,
'Y': 0.56383
}"
}, {
"property": "Lefteyeright",
"value": "{
'X': 0.56287,
'Y': 0.56350
}"
}, {
"property": "Lefteyeup",
"value": "{
'X': 0.55249,
'Y': 0.56091
}"
}, {
"property": "Leftpupil",
"value": "{
'X': 0.55245,
'Y': 0.56365
}"
}, {
"property": "Midjawlineleft",
"value": "{
'X': 0.53448,
'Y': 0.62530
}"
}, {
"property": "Midjawlineright",
"value": "{
'X': 0.62797,
'Y': 0.62041
}"
}, {
"property": "Mouthdown",
"value": "{
'X': 0.58155,
'Y': 0.62675
}"
}, {
"property": "Mouthleft",
"value": "{
'X': 0.55958,
'Y': 0.61821
}"
}, {
"property": "Mouthright",
"value": "{
'X': 0.60299,
'Y': 0.61592
}"
}, {
"property": "Mouthup",
"value": "{
'X': 0.58079,
'Y': 0.61035
}"
}, {
"property": "Nose",
"value": "{
'X': 0.58007,
'Y': 0.59092
}"
}, {
"property": "Noseleft",
"value": "{
'X': 0.57044,
'Y': 0.59809
}"
}, {
"property": "Noseright",
"value": "{
'X': 0.58980,
'Y': 0.59679
}"
}, {
"property": "Righteyebrowleft",
"value": "{
'X': 0.59317,
'Y': 0.54503
}"
}, {
"property": "Righteyebrowright",
"value": "{
'X': 0.62474,
'Y': 0.54750
}"
}, {
"property": "Righteyebrowup",
"value": "{
'X': 0.60863,
'Y': 0.54151
}"
}, {
"property": "Righteyedown",
"value": "{
'X': 0.60381,
'Y': 0.56324
}"
}, {
"property": "Righteyeleft",
"value": "{
'X': 0.59385,
'Y': 0.56188
}"
}, {
"property": "Righteyeright",
"value": "{
'X': 0.61300,
'Y': 0.56021
}"
}, {
"property": "Righteyeup",
"value": "{
'X': 0.60393,
'Y': 0.55823
}"
}, {
"property": "Rightpupil",
"value": "{
'X': 0.60476,
'Y': 0.56093
}"
}, {
"property": "Upperjawlineleft",
"value": "{
'X': 0.52006,
'Y': 0.56693
}"
}, {
"property": "Upperjawlineright",
"value": "{
'X': 0.63647,
'Y': 0.56082
}"
}, {
"property": "Gender",
"value": "Female"
}, {
"property": "Gender Score",
"value": "0.750"
}, {
"property": "Age Min",
"value": "26"
}, {
"property": "Age Max",
"value": "43"
}, {
"property": "Beard",
"value": "false"
}, {
"property": "Beard Score",
"value": "0.995"
}, {
"property": "Eyeglasses",
"value": "false"
}, {
"property": "Eyeglasses Score",
"value": "0.986"
}, {
"property": "Eyes Open",
"value": "true"
}, {
"property": "Eyes Open Score",
"value": "1.000"
}, {
"property": "Mouth Open",
"value": "true"
}, {
"property": "Mouth Open Score",
"value": "0.999"
}, {
"property": "Mustache",
"value": "false"
}, {
"property": "Mustache Score",
"value": "0.999"
}, {
"property": "Smile",
"value": "true"
}, {
"property": "Smile Score",
"value": "0.999"
}, {
"property": "Sunglasses",
"value": "true"
}, {
"property": "Sunglasses Score",
"value": "0.986"
}, {
"property": "Emotion Angry",
"value": "0.03148"
}, {
"property": "Emotion Calm",
"value": "0.04797"
}, {
"property": "Emotion Confused",
"value": "0.00000"
}, {
"property": "Emotion Disgusted",
"value": "0.11313"
}, {
"property": "Emotion Happy",
"value": "0.927"
}, {
"property": "Emotion Sad",
"value": "0.00289"
}, {
"property": "Emotion Surprised",
"value": "6.93511"
}, {
"property": "Pose Pitch",
"value": "-0.20080"
}, {
"property": "Pose Roll",
"value": "-4.16584"
}, {
"property": "Pose Yaw",
"value": "-1.55775"
} ]
} ]
|
|
13358ms |
| Baidu |
[ { "label": "ae42f274912d3657c3cfa897c8926c6e",
"confidence": 1, "top": 465, "left": 445, "width": 93, "height": 97, "Info": [ { "property": "age",
"value": "42.00000"
}, {
"property": "angle",
"value": "{\"yaw\":-4.62,\"pitch\":7.57,\"roll\":-5.07}"
}, {
"property": "beauty",
"value": "31.02000"
}, {
"property": "emotion",
"value": "happy"
}, {
"property": "emotion_prob",
"value": "0.96000"
}, {
"property": "expression_type",
"value": "laugh"
}, {
"property": "expression_prob",
"value": "0.79000"
}, {
"property": "eye_status_right",
"value": "0.84000"
}, {
"property": "eye_status_left",
"value": "0.76000"
}, {
"property": "face_shape_type",
"value": "oval"
}, {
"property": "face_shape_prob",
"value": "0.71000"
}, {
"property": "face_type",
"value": "human"
}, {
"property": "face_type_prob",
"value": "1.00000"
}, {
"property": "gender_type",
"value": "male"
}, {
"property": "gender_prob",
"value": "1.00000"
}, {
"property": "glasses_type",
"value": "sun"
}, {
"property": "glasses_prob",
"value": "1.00000"
}, {
"property": "landmark",
"value": " [ {\"x\":470.77,\"y\":479.85},{\"x\":513.36,\"y\":478.42},
{\"x\":493.39,\"y\":501.79},{\"x\":493.57,\"y\":525.86} ] "
}, {
"property": "landmark72",
"value": " [ {\"x\":453,\"y\":664},{\"x\":446.52,\"y\":664},
...,{\"x\":453,\"y\":530.19} ] " // 72 points
}, {
"property": "quality_blur",
"value": "0.00000"
}, {
"property": "quality_completness",
"value": "1.00000"
}, {
"property": "quality_illumination",
"value": "97.00000"
}, {
"property": "quality_occlusion",
"value": "{\"left_eye\":0.97,\"right_eye\":0.99,\"nose\":0.06,
\"mouth\":0,\"left_cheek\":0.08,\"right_cheek\":0.03,
\"chin_contour\":0}"
}, {
"property": "race_type",
"value": "white"
}, {
"property": "race_prob",
"value": "0.82000"
} ]
} ]
|
|
8777ms |
| Google |
[ { "label": "Face 1",
"confidence": 0.9711827, "top": 499, "left": 517, "width": 181, "height": 210, "Info": [ { "property": "Angle",
"value": "-3.24046"
}, {
"property": "PanAngle",
"value": "0.92209"
}, {
"property": "TitlAngle",
"value": "4.52504"
}, {
"property": "LandmarkingConfidence",
"value": "0.46889"
}, {
"property": "left_eye",
"value": "{
'x': 580.1488,
'y': 592.61914,
'z': -0.0009537811
}"
}, {
"property": "right_eye",
"value": "{
'x': 634.6278,
'y': 589.59705,
'z': 0.87478584 }" }, { ... },{
"property": "chin_left_gonion",
"value": "{
'x': 554.4516,
'y': 659.24805,
'z': 39.453327
}"
}, {
"property": "chin_right_gonion",
"value": "{
'x': 666.07837,
'y': 653.048,
'z': 41.252846 }" } ] } ]
|
|
929ms |
| IBM |
[ { "label": "MALE", "confidence": 0.903327775, "top": 556, "left": 537, "width": 127, "height": 145, "Info": [ { "property": "Gender",
"value": "MALE"
}, {
"property": "Gender Score",
"value": "0.90615"
}, {
"property": "Age Min",
"value": "26.00000"
}, {
"property": "Age Max",
"value": "29.00000"
}, {
"property": "Age Score",
"value": "0.90051"
} ]
} ]
|
|
8682ms |
| Microsoft |
[ { "label": "Male",
"confidence": 1.0, "top": 545, "left": 539, "width": 133, "height": 133, "Info": [ { "property": "Age",
"value": "33.00000"
}, {
"property": "Gender",
"value": "Male"
} ]
} ]
|
|
3412ms |
| MLKit |
[ { "label": "Face 0",
"confidence": 1, "top": 526, "left": 525, "width": 166, "height": 166, "Info": [ { "property": "headEulerAngleY", "value": "0.88256"
}, {
"property": "headEulerAngleZ", "value": "3.53871"
}, {
"property": "mouth_bottom", "value": "{\"x\":612.50885,\"y\":661.9244,\"z\":0}" }, { "property": "left_cheek", "value": "{\"x\":569.5672,\"y\":628.5785,\"z\":0}" }, { "property": "left_ear", "value": "{\"x\":548.04095,\"y\":618.70416,\"z\":0}" }, { "property": "left_eye",
"value": "{\"x\":578.9588,\"y\":593.5154,\"z\":0}" }, { "property": "mouth_left", "value": "{\"x\":583.2742,\"y\":646.3744,\"z\":0}" }, { "property": "nose_base", "value": "{\"x\":609.38715,\"y\":620.6021,\"z\":0}" }, { "property": "right_cheek", "value": "{\"x\":648.24866,\"y\":624.0488,\"z\":0}" }, { "property": "right_ear", "value": "{\"x\":666.8486,\"y\":611.39087,\"z\":0}" }, { "property": "right_eye",
"value": "{\"x\":634.9697,\"y\":590.8573,\"z\":0}" }, { "property": "mouth_right", "value": "{\"x\":634.4048,\"y\":644.6298,\"z\":0}"
}
]
} ]
|
|
1966ms |
| SAP |
[ { "label": "Face 1",
"confidence": 1.0, "top": 555, "left": 540, "width": 129, "height": 129 } ]
|
|
17681ms |
| Tencent |
[ { "label": "2916682081710921705",
"confidence": 1, "top": 442, "left": 432, "width": 118, "height": 118, "Info": [ { "property": "AGE",
"value": "0.230"
}, {
"property": "GENDER",
"value": "0.990"
}, {
"property": "EXPRESSION",
"value": "0.970"
}, {
"property": "BEAUTY",
"value": "0.810"
}, {
"property": "GLASS",
"value": "1.0"
}, {
"property": "PITCH",
"value": "2.0"
}, {
"property": "YAW",
"value": "8.0"
}, {
"property": "ROLL",
"value": "0.0"
}, {
"property": "FACE PROFILE",
"value": " [ {
'x': 449,
'y': 477 }, { 'x': 448,
'y': 487 }, { 'x': 448,
'y': 498 }, { 'x': 449,
'y': 508 }, { 'x': 451,
'y': 519 }, { 'x': 454,
'y': 529 }, { 'x': 459,
'y': 538 }, { 'x': 466,
'y': 546 }, { 'x': 474,
'y': 553 }, { 'x': 483,
'y': 558 }, { 'x': 494,
'y': 561 }, { 'x': 504,
'y': 559 }, { 'x': 513,
'y': 554 }, { 'x': 521,
'y': 548 }, { 'x': 527,
'y': 540 }, { 'x': 533,
'y': 532 }, { 'x': 537,
'y': 522 }, { 'x': 539,
'y': 512 }, { 'x': 541,
'y': 502 }, { 'x': 542,
'y': 492 }, { 'x': 542,
'y': 483 } ] " }, { "property": "FACE LEFT EYE",
"value": " [ {
'x': 476,
'y': 483 }, { 'x': 473,
'y': 484 }, { 'x': 469,
'y': 484 }, { 'x': 465,
'y': 483 }, { 'x': 462,
'y': 482 }, { 'x': 465,
'y': 483 }, { 'x': 469,
'y': 483 }, { 'x': 473,
'y': 483 } ] " }, { "property": "FACE RIGHT EYE",
"value": " [ {
'x': 503,
'y': 483 }, { 'x': 507,
'y': 485 }, { 'x': 512,
'y': 485 }, { 'x': 516,
'y': 484 }, { 'x': 520,
'y': 481 }, { 'x': 516,
'y': 479 }, { 'x': 511,
'y': 478 }, { 'x': 506,
'y': 479 } ] " }, { "property": "FACE LEFT EYEBROW",
"value": " [ {
'x': 450,
'y': 477 }, { 'x': 458,
'y': 475 }, { 'x': 466,
'y': 473 }, { 'x': 474,
'y': 471 }, { 'x': 482,
'y': 469 }, { 'x': 474,
'y': 464 }, { 'x': 464,
'y': 464 }, { 'x': 454,
'y': 468 } ] " }, { "property": "FACE RIGHT EYEBROW",
"value": " [ {
'x': 528,
'y': 471 }, { 'x': 519,
'y': 470 }, { 'x': 511,
'y': 470 }, { 'x': 503,
'y': 469 }, { 'x': 494,
'y': 469 }, { 'x': 502,
'y': 463 }, { 'x': 512,
'y': 462 }, { 'x': 521,
'y': 464 } ] " }, { "property": "FACE MOUTH",
"value": " [ {
'x': 470,
'y': 523 }, { 'x': 476,
'y': 530 }, { 'x': 485,
'y': 535 }, { 'x': 495,
'y': 536 }, { 'x': 504,
'y': 534 }, { 'x': 511,
'y': 528 }, { 'x': 515,
'y': 520 }, { 'x': 508,
'y': 516 }, { 'x': 500,
'y': 514 }, { 'x': 494,
'y': 515 }, { 'x': 487,
'y': 514 }, { 'x': 478,
'y': 517 }, { 'x': 478,
'y': 527 }, { 'x': 486,
'y': 529 }, { 'x': 494,
'y': 530 }, { 'x': 502,
'y': 528 }, { 'x': 509,
'y': 525 }, { 'x': 508,
'y': 519 }, { 'x': 501,
'y': 518 }, { 'x': 494,
'y': 518 }, { 'x': 486,
'y': 519 }, { 'x': 478,
'y': 521 } ] " }, { "property": "FACE NOSE",
"value": " [ {
'x': 494,
'y': 502 }, { 'x': 491,
'y': 480 }, { 'x': 488,
'y': 486 }, { 'x': 486,
'y': 491 }, { 'x': 483,
'y': 497 }, { 'x': 478,
'y': 503 }, { 'x': 486,
'y': 507 }, { 'x': 494,
'y': 509 }, { 'x': 501,
'y': 506 }, { 'x': 508,
'y': 501 }, { 'x': 503,
'y': 495 }, { 'x': 499,
'y': 490 }, { 'x': 495,
'y': 485 } ] " } ] } ]
|
|
10026ms |
| プラットフォーム |
Web (.NET、.NET Core、Java)、スマートデバイス (Android、iOS) |
| 接続 |
オンライン |
このプロシージャーは、GeneXus 16 以降で利用できます。
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