質問編集履歴
2
JSONの中身を追記しました
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<<追記 JSONの中身>>
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[
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{
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"faceId": "35102aa8-4263-4139-bfd6-185bb0f52d88",
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"faceRectangle": {
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"top": 208,
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"left": 228,
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"width": 91,
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"height": 91
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},
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"faceAttributes": {
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"smile": 1,
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"headPose": {
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"pitch": 0,
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"roll": 4.3,
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"yaw": -0.3
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},
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"gender": "female",
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"age": 27,
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"facialHair": {
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"moustache": 0,
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"beard": 0,
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"sideburns": 0
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},
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"glasses": "NoGlasses",
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"emotion": {
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"anger": 0,
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"contempt": 0,
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"disgust": 0,
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"fear": 0,
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"happiness": 1,
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"neutral": 0,
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"sadness": 0,
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"surprise": 0
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},
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"blur": {
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"blurLevel": "low",
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"value": 0
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},
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"exposure": {
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"exposureLevel": "goodExposure",
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"value": 0.65
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},
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"noise": {
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"noiseLevel": "low",
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"value": 0
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},
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"makeup": {
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"eyeMakeup": true,
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"lipMakeup": true
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},
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"accessories": [],
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"occlusion": {
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"foreheadOccluded": false,
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"eyeOccluded": false,
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"mouthOccluded": false
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},
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"hair": {
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"bald": 0.06,
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"invisible": false,
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"hairColor": [
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{
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"color": "brown",
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"confidence": 1
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},
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{
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"color": "blond",
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"confidence": 0.5
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},
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{
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"color": "black",
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"confidence": 0.34
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},
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{
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"color": "red",
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"confidence": 0.32
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},
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{
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"color": "gray",
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"confidence": 0.14
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},
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{
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"color": "other",
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"confidence": 0.03
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}
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]
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}
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}
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},
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{
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"faceId": "42502166-31bb-4ac8-81c0-a7adcb3b3e70",
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"faceRectangle": {
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"top": 109,
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"left": 125,
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"width": 79,
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"height": 79
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},
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"faceAttributes": {
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"smile": 1,
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"headPose": {
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"pitch": 0,
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"roll": 1.7,
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"yaw": 2.1
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},
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"gender": "male",
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"age": 32,
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"facialHair": {
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"moustache": 0.4,
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"beard": 0.4,
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"sideburns": 0.4
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},
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"glasses": "NoGlasses",
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"emotion": {
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"anger": 0,
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"contempt": 0,
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"disgust": 0,
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"fear": 0,
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"happiness": 1,
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"neutral": 0,
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"sadness": 0,
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"surprise": 0
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},
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"blur": {
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"blurLevel": "low",
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"value": 0.11
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},
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"exposure": {
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"exposureLevel": "goodExposure",
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"value": 0.74
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},
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"noise": {
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"noiseLevel": "low",
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"value": 0
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},
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"makeup": {
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"eyeMakeup": false,
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"lipMakeup": true
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},
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"accessories": [],
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"occlusion": {
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"foreheadOccluded": false,
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"eyeOccluded": false,
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"mouthOccluded": false
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},
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"hair": {
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"bald": 0.02,
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"invisible": false,
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"hairColor": [
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{
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"color": "brown",
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"confidence": 1
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},
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{
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"color": "blond",
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"confidence": 0.94
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},
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{
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"color": "red",
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"confidence": 0.76
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},
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{
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"color": "gray",
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"confidence": 0.2
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},
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{
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"color": "other",
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"confidence": 0.03
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},
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{
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"color": "black",
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"confidence": 0.01
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}
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]
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}
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}
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}
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]
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```
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### 試したこと
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1
記載したソースコードに誤りがありましたので、修正致します。
title
CHANGED
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body
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@@ -22,6 +22,7 @@
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#%matplotlib inline
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import matplotlib.pyplot as plt
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from PIL import Image
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from matplotlib import patches
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from io import BytesIO
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# Replace <Subscription Key> with your valid subscription key.
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@@ -35,34 +36,38 @@
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# Free trial subscription keys are generated in the westcentralus region.
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# If you use a free trial subscription key, you shouldn't need to change
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# this region.
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-
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face_api_url = 'https://westcentralus.api.cognitive.microsoft.com/face/v1.0/detect'
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# Set image_url to the URL of an image that you want to analyze.
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image_url = 'https://how-old.net/Images/faces2/main007.jpg'
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headers = {'Ocp-Apim-Subscription-Key': subscription_key}
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params = {
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'returnFaceId': 'true',
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'returnFaceLandmarks': 'false',
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'returnFaceAttributes': 'age,gender,headPose,smile,facialHair,glasses,' +
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'emotion,hair,makeup,occlusion,accessories,blur,exposure,noise'
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}
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data = {'url': image_url}
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response = requests.post(face_api_url, params=params, headers=headers, json=data)
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faces = response.json()
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#
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# Display the original image and overlay it with the face information.
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image = Image.open(BytesIO(requests.get(image_url).content))
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plt.figure(figsize=(8, 8))
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ax = plt.imshow(image, alpha=0.6)
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for face in faces:
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fr = face["faceRectangle"]
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fa = face["faceAttributes"]
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origin = (fr["left"], fr["top"])
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p = patches.Rectangle(
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'Content-Type': 'application/octet-stream'}
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origin, fr["width"], fr["height"], fill=False, linewidth=2, color='b')
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response = requests.post(
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analyze_url, headers=headers, params=params, data=image_data)
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ax.axes.add_patch(p)
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plt.text(origin[0], origin[1], "%s, %d"%(fa["gender"].capitalize(), fa["age"]),
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fontsize=20, weight="bold", va="bottom")
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_ = plt.axis("off")
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# The 'analysis' object contains various fields that describe the image. The most
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# relevant caption for the image is obtained from the 'description' property.
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analysis = response.json()
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print(analysis)
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image_caption = analysis["description"]["captions"][0]["text"].capitalize()
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# Display the image and overlay it with the caption.
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image = Image.open(BytesIO(image_data))
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plt.imshow(image)
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plt.axis("off")
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_ = plt.title(image_caption, size="x-large", y=-0.1)
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```
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### 試したこと
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