使用腾讯云文字识别提取图片中的文字内容

百度OCR体验地址:
https://ai.baidu.com/tech/imagerecognition/general

腾讯OCR体验地址:
https://cloud.tencent.com/act/event/ocrdemo

测试结果是:腾讯的效果要比百度的好

腾讯云目前(2020年2月16日)额度是:
每个接口 1,000次/月免费,有6个文字识别的接口,一共是6,000次/月

百度接口调用之前写过文章

Python编程:通过百度文字识别提取表格数据

使用步骤

步骤:
1、注册账号: https://cloud.tencent.com/
2、开通服务:https://console.cloud.tencent.com/ocr/general
3、申请访问秘钥:https://console.cloud.tencent.com/cam/capi
4、通过 API 或 SDK 或命令行来使用服务

具体参考《操作指南》:https://cloud.tencent.com/document/product/866/17622

接口使用

1、安装SDK
https://github.com/TencentCloud/tencentcloud-sdk-python

pip3 install tencentcloud-sdk-python

2、代码实例

# -*- coding: utf-8 -*-

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.ocr.v20181119 import ocr_client
from tencentcloud.ocr.v20181119.models import (
    GeneralAccurateOCRRequest,
    EnglishOCRRequest,
    GeneralBasicOCRRequest,
    GeneralEfficientOCRRequest,
    GeneralFastOCRRequest,
    GeneralHandwritingOCRRequest
)


class TencentOcr(object):
    """
    计费说明:1,000次/月免费
    https://cloud.tencent.com/document/product/866/17619
    """
    SECRET_ID = "你的秘钥 SECRET_ID"

    SECRET_KEY = "你的秘钥 SECRET_KEY"
	
	# 地域列表
	# https://cloud.tencent.com/document/api/866/33518#.E5.9C.B0.E5.9F.9F.E5.88.97.E8.A1.A8
    Region = "ap-beijing"

    endpoint = "ocr.tencentcloudapi.com"

    # 通用文字识别相关接口
    # https://cloud.tencent.com/document/api/866/37173
    mapping = {
        # 通用印刷体识别(高精度版) ok
        "GeneralAccurateOCR": GeneralAccurateOCRRequest,

        # 英文识别 ok
        "EnglishOCR": EnglishOCRRequest,

        # 通用印刷体识别 一般
        "GeneralBasicOCR": GeneralBasicOCRRequest,

        # 通用印刷体识别(精简版)(免费公测版)no
        "GeneralEfficientOCR": GeneralEfficientOCRRequest,

        # 通用印刷体识别(高速版)一般
        "GeneralFastOCR": GeneralFastOCRRequest,

        # 通用手写体识别 ok
        "GeneralHandwritingOCR": GeneralHandwritingOCRRequest,

    }

    def __init__(self):
        cred = credential.Credential(self.SECRET_ID, self.SECRET_KEY)

        httpProfile = HttpProfile()
        httpProfile.endpoint = self.endpoint

        clientProfile = ClientProfile()
        clientProfile.httpProfile = httpProfile
        self.client = ocr_client.OcrClient(cred, self.Region, clientProfile)

    def get_image_text(self, image_url, ocr="GeneralAccurateOCR"):
        req = self.mapping[ocr]()
        req.ImageUrl = image_url
        resp = getattr(self.client, ocr)(req)
        return json.loads(resp.to_json_string())['TextDetections'][0]['DetectedText']


def main():
    tencentOcr = TencentOcr()
    url = "https://ocr-demo-1254418846.cos.ap-guangzhou.myqcloud.com/general/GeneralBasicOCR/GeneralBasicOCR3.jpg"
    print(tencentOcr.get_image_text(url, ocr="GeneralHandwritingOCR"))


if __name__ == '__main__':
    main()

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