Python3でVison APIを使ってみる👀

Vision APIをサクッと使ってみるコードです。API_KEYあたりは適当に取得してください

requestsを使います

pip install requests

リクエスト

import base64
import requests
API_KEY = "your api key here"
image_path = "/path/to/image"
image_content = base64.encodebytes(open(image_path, "rb").read()).decode("utf8")
data=json.dumps({
    "requests": [{
        "image":{
            "content": image_content
        },
        "features":[{
                "type": "TEXT_DETECTION",
                "maxResults":10 
            },{
                "type": "SAFE_SEARCH_DETECTION",
                "maxResults":10 
            },{
                "type": "LOGO_DETECTION",
                "maxResults":10 
            },{
                "type": "LABEL_DETECTION",
                "maxResults":10 
        }]
    }]
})
response = requests.post(
    url='https://vision.googleapis.com/v1/images:annotate?key='+API_KEY,
    data=data,
    headers={'Content-Type': 'application/json'}
)
print(response.text)

requestsの中に、Arrayでいれることができるので、複数の画像を同時にリクエストすることが可能です。featuresに関しても同様です。maxResultsは結果の最大数ですね

結果

自分のアイコンでやってみた結果がこちら。

{
  "responses": [
    {
      "labelAnnotations": [
        {
          "mid": "/m/0jg24",
          "description": "image",
          "score": 0.90161264
        },
        {
          "mid": "/m/0c9ph5",
          "description": "flower",
          "score": 0.7957691
        },
        {
          "mid": "/m/05qdh",
          "description": "painting",
          "score": 0.7040579
        },
        {
          "mid": "/m/0jjw",
          "description": "art",
          "score": 0.69042236
        },
        {
          "mid": "/m/067408",
          "description": "album cover",
          "score": 0.68407893
        },
        {
          "mid": "/m/0b0fq",
          "description": "photomontage",
          "score": 0.6226878
        },
        {
          "mid": "/m/015r61",
          "description": "modern art",
          "score": 0.5952117
        },
        {
          "mid": "/m/01bsxb",
          "description": "collage",
          "score": 0.5079488
        }
      ],
      "textAnnotations": [
        {
          "locale": "ko",
          "description": "T\u003e\n냐\n",
          "boundingPoly": {
            "vertices": [
              {
                "x": 108,
                "y": 73
              },
              {
                "x": 361,
                "y": 73
              },
              {
                "x": 361,
                "y": 277
              },
              {
                "x": 108,
                "y": 277
              }
            ]
          }
        },
        {
          "description": "T",
          "boundingPoly": {
            "vertices": [
              {
                "x": 362,
                "y": 73
              },
              {
                "x": 362,
                "y": 82
              },
              {
                "x": 353,
                "y": 82
              },
              {
                "x": 353,
                "y": 73
              }
            ]
          }
        },
        {
          "description": "\u003e",
          "boundingPoly": {
            "vertices": [
              {
                "x": 352,
                "y": 73
              },
              {
                "x": 352,
                "y": 82
              },
              {
                "x": 343,
                "y": 82
              },
              {
                "x": 343,
                "y": 73
              }
            ]
          }
        },
        {
          "description": "냐",
          "boundingPoly": {
            "vertices": [
              {
                "x": 118,
                "y": 269
              },
              {
                "x": 116,
                "y": 277
              },
              {
                "x": 109,
                "y": 274
              },
              {
                "x": 111,
                "y": 267
              }
            ]
          }
        }
      ],
      "safeSearchAnnotation": {
        "adult": "VERY_UNLIKELY",
        "spoof": "UNLIKELY",
        "medical": "VERY_UNLIKELY",
        "violence": "UNLIKELY"
      }
    }
  ]
}

LOGO_DETECTIONはなかったみたいなので、返ってきてませんね