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- import json
- from tencentcloud.common import credential
- from tencentcloud.common.profile.client_profile import ClientProfile
- from tencentcloud.common.profile.http_profile import HttpProfile
- from tencentcloud.common.exception.tencent_cloud_sdk_exception import TencentCloudSDKException
- from tencentcloud.ocr.v20181119 import ocr_client, models
- import base64
-
- def image_to_base64(image_path):
- with open(image_path, "rb") as image_file:
- encoded_string = base64.b64encode(image_file.read())
- return encoded_string.decode("utf-8") # 将bytes转换为字符串
- # 使用示例
- #image_path = "path/to/your/image.jpg"
- #base64_data = image_to_base64(image_path)
- #print(base64_data)
- def ocr(img_base64):
- SecretId="AKIDypmtpbLcLtEfw3t84JOJCwV3iPhrCGdq"
- SecretKey="MwKZFOMCE6oKuLdLnOn10wc27wkJcfTA"
- try:
- # 实例化一个认证对象,入参需要传入腾讯云账户 SecretId 和 SecretKey,此处还需注意密钥对的保密
- # 代码泄露可能会导致 SecretId 和 SecretKey 泄露,并威胁账号下所有资源的安全性。以下代码示例仅供参考,建议采用更安全的方式来使用密钥,请参见:https://cloud.tencent.com/document/product/1278/85305
- # 密钥可前往官网控制台 https://console.cloud.tencent.com/cam/capi 进行获取
- cred = credential.Credential(SecretId, SecretKey)
- # 实例化一个http选项,可选的,没有特殊需求可以跳过
- httpProfile = HttpProfile()
- httpProfile.endpoint = "ocr.tencentcloudapi.com"
- # 实例化一个client选项,可选的,没有特殊需求可以跳过
- clientProfile = ClientProfile()
- clientProfile.httpProfile = httpProfile
- # 实例化要请求产品的client对象,clientProfile是可选的
- client = ocr_client.OcrClient(cred, "ap-guangzhou", clientProfile)
- # 实例化一个请求对象,每个接口都会对应一个request对象
- req = models.GeneralBasicOCRRequest()
- params = {
- "ImageBase64": img_base64,
- "LanguageType": "zh"
- }
- req.from_json_string(json.dumps(params))
- # 返回的resp是一个GeneralBasicOCRResponse的实例,与请求对象对应
- resp = client.GeneralBasicOCR(req)
- # 输出json格式的字符串回包
- print(resp.to_json_string())
- except TencentCloudSDKException as err:
- print(err)
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