学习Python3 试了一下百度OCR和腾讯OCR
因为有个小功能,需要用一下OCR,所以先找了2家,百度和腾讯,如何开通,如何创建应用获得key等不作说明了
百度的比较简单,引用一个AipOcr全部搞定,已测试通过。代码如下:
打开anaconda prompt 然后执行
pip install baidu-aip
from aip import AipOcr
#下面3个变量请自行更改
APP_ID = '1111118'
API_KEY = 'r011111111iAfy'
SECRET_KEY = 'ZKca1111111DK5XZrq'
aipOcr = AipOcr(APP_ID, API_KEY, SECRET_KEY)
# 读取图片
filePath = "d:/temp/0001.png"
def get_file_content(filePath):
with open(filePath, 'rb') as fp:
return fp.read()
# 定义参数变量
options = {
'detect_direction': 'true',
'language_type': 'CHN_ENG',
}
# 调用通用文字识别接口
result = aipOcr.basicAccurate(get_file_content(filePath), options)
print(result)
腾讯的比较坑B,有python的库,但是2.0的,这不重要,重要的是python的库中其它的识别有,但没有识别印刷体的,需要用http去请求,去NM的。
可能是刚学python,在ocr请求中的签名让我弄了一整天,MD,网上那些的签名都是别的应用的,总之难死我了
后来,下载了它们的java版的sdk,看了一下他们的签名代码,然后经过结果比对,总算弄出来了
全部代码如下:
import requests
import hmac
import hashlib
import base64
import time
import random
appid = '12111173'
bucket = ""
secret_id ='AKIDI111RAjYU' # 参考官方文档
secret_key = 'S2iRe011111iM6xlHo' # 同上
expired = time.time() + 2592000
onceExpired = 0
current = time.time()
rdm = ''.join(random.choice("0123456789") for i in range(10))
info = "a=" + appid + "&b=" + bucket + "&k=" + secret_id + "&e=" + str(expired) + "&t=" + str(current) + "&r=" + str(rdm) + "&u=0&f="
print(info)
signature = bytes(info, encoding='utf-8')
secretkey = bytes(secret_key, encoding='utf-8')
my_sign = hmac.new(secretkey,signature, hashlib.sha1).digest()
bb= my_sign+signature
sign1 = base64.b64encode(bb)
sign2=str(sign1,'utf-8')
print(sign2)
url = "http://recognition.image.myqcloud.com/ocr/general"
headers = {'Host': 'recognition.image.myqcloud.com',
"Authorization": sign2 ,
}
files = {'appid': (None, appid),
'bucket': (None, bucket),
'image': ('1.jpg', open('d:/temp/0001.png', 'rb'), 'image/jpeg')
}
r = requests.post(url, files=files, headers=headers)
responseinfo = r.content
print(responseinfo)