分享Python代码实现百度图像识别API的对接教程

pip install requests

import requests
import base64
import json

# 定义API Key和Secret Key
API_KEY = 'your_api_key'
SECRET_KEY = 'your_secret_key'

# 定义图像识别API的URL
url = 'https://aip.baidubce.com/rest/2.0/image-classify/v2/advanced_general'

# 读取图像文件
def read_image(image_path):
    with open(image_path, 'rb') as f:
        return f.read()

# 将图像进行Base64编码
def encode_image(image):
    return base64.b64encode(image).decode('utf-8')

# 调用图像识别API
def recognize_image(image_path):
    # 读取图像文件
    image = read_image(image_path)
  
    # 将图像进行Base64编码
    image = encode_image(image)
  
    # 构建请求参数
    params = {
        'image': image
    }

    # 发送POST请求
    response = requests.post(url, data=params,
                             headers={'Content-Type': 'application/x-www-form-urlencoded'})

    # 解析响应结果
    result = json.loads(response.text)

    # 输出识别结果
    for item in result['result']:
        print(item['keyword'], item['score'])

# 调用图像识别API示例
if __name__ == '__main__':
    image_path = 'image.jpg'  # 替换为你的图像文件路径
    recognize_image(image_path)