imradv3 / src /WeChatOcrCpp /ocr_aliyun.py
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# https://help.aliyun.com/zh/sdk/developer-reference/generalized-call-node-js?spm=a2c4g.11186623.help-menu-262060.d_1_7_1_5.a6e115f7myuvHv
# nodejs 的泛化调用
"""
pip install "alibabacloud_ocr-api20210707>=3.1.3,<4.0.0"
pip install "alibabacloud_tea_openapi>=0.3.16,<1.0.0"
pip install "alibabacloud_tea_console>=0.0.1,<1.0.0"
pip install "alibabacloud_tea_util>=0.3.13,<1.0.0"
pip install "alibabacloud_darabonba_stream>=0.0.2,<1.0.0"
pip install "alibabacloud_credentials>=1.0.2,<2.0.0"
"""
# see huggingface\imradv3\src\WpfEditor\AliOcr.cs
# see huggingface\imradv3\src\WeChatOcrCpp\ocr_aliyunV2.js
import cv2
import json
import decimal
import datetime
import numpy as np
class DecimalEncoder(json.JSONEncoder):
def default(self, o):
if isinstance(o, decimal.Decimal):
return float(o)
elif isinstance(o, datetime.datetime):
return str(o)
elif isinstance(o, (np.int_, np.intc, np.intp, np.int8,
np.int16, np.int32, np.int64, np.uint8,
np.uint16, np.uint32, np.uint64)):
return int(o)
super(DecimalEncoder, self).default(o)
def json_save(filename, dics):
with open(filename, 'w', encoding='utf-8') as fp:
json.dump(dics, fp, indent=4, cls=DecimalEncoder, ensure_ascii=False)
fp.close()
def json_load(filename):
with open(filename, encoding='utf-8') as fp:
js = json.load(fp)
fp.close()
return js
def json_parse(s):
return json.loads(s, strict=False )
def json_string(d):
return json.dumps(d, cls=DecimalEncoder, ensure_ascii=False)
import os
import sys
from typing import List
from alibabacloud_ocr_api20210707.client import Client as ocr_api20210707Client
from alibabacloud_credentials.client import Client as CredentialClient
from alibabacloud_tea_openapi import models as open_api_models
from alibabacloud_darabonba_stream.client import Client as StreamClient
from alibabacloud_ocr_api20210707 import models as ocr_api_20210707_models
from alibabacloud_tea_util import models as util_models
from alibabacloud_tea_console.client import Client as ConsoleClient
from alibabacloud_tea_util.client import Client as UtilClient
def showReslut(jsn, pth_img):
imgData = np.fromfile(pth_img, dtype=np.uint8)
img = cv2.imdecode(imgData, cv2.IMREAD_COLOR)
prism_wordsInfo = jsn['prism_wordsInfo']
for item in prism_wordsInfo:
angle = item['angle']
charInfo = item['charInfo']
line_word = item['word']
direction = item['direction']
0
pass
class Sample:
def __init__(self):
pass
@staticmethod
def create_client() -> ocr_api20210707Client:
"""
使用凭据初始化账号Client
@return: Client
@throws Exception
"""
cfg = json_load("../../src/WpfEditor/config.json")
access_key_id = cfg["aliOCR"]["myAccessKeyID"]
access_key_secret = cfg["aliOCR"]["myAccessKeySecret"]
# 工程代码建议使用更安全的无AK方式,凭据配置方式请参见:https://help.aliyun.com/document_detail/378659.html。
credential = CredentialClient()
config = open_api_models.Config(
type="access_key",
access_key_id=access_key_id,
access_key_secret=access_key_secret,
endpoint="ocr-api.cn-hangzhou.aliyuncs.com",
credential=credential
)
# access_key_id: str = None,
# access_key_secret: str = None,
# security_token: str = None,
# bearer_token: str = None,
# Endpoint 请参考 https://api.aliyun.com/product/ocr-api
# config.endpoint = f'ocr-api.cn-hangzhou.aliyuncs.com'
return ocr_api20210707Client(config)
@staticmethod
def main(
args: List[str],
) -> None:
pth_img = '../../data/0003.jpg'
import os
if os.path.exists('out.json'):
jsn = json_load('out.json')
showReslut(jsn, pth_img)
return
client = Sample.create_client()
# 需要安装额外的依赖库,直接点击下载完整工程即可看到所有依赖。
body_stream = StreamClient.read_from_file_path(pth_img)
recognize_advanced_request = ocr_api_20210707_models.RecognizeAdvancedRequest(
body=body_stream,
need_rotate=False,
need_sort_page=False,
output_char_info=True
)
runtime = util_models.RuntimeOptions()
data = None
try:
resp = client.recognize_advanced_with_options(recognize_advanced_request, runtime)
if resp.status_code == 200:
data = json_parse(resp.body.data)
ConsoleClient.log(UtilClient.to_jsonstring(resp))
except Exception as error:
# 此处仅做打印展示,请谨慎对待异常处理,在工程项目中切勿直接忽略异常。
# 错误 message
print(error.message)
# 诊断地址
print(error.data.get("Recommend"))
UtilClient.assert_as_string(error.message)
if data:
json_save('out.json', data)
if __name__ == '__main__':
Sample.main(sys.argv[1:])