藉助於AI工具來實現驗證碼識別,內含python3示例
驗證碼識別的場景十分常見
本文主要討論作為普通開發者(缺乏/沒有Ai學術(教育/實踐)背景)的前提下,來低成本快速實現驗證碼識別
① 2000多本Python電子書(主流和經典的書籍應該都有了)
② Python標準庫資料(最全中文版)
③ 項目源碼(四五十個有趣且經典的練手項目及源碼)
④ Python基礎入門、爬蟲、web開發、大數據分析方面的視頻(適合小白學習)
⑤ Python學習路線圖(告別不入流的學習)
私信小編01即可獲取大量Python學習資源
本次測試的驗證碼主要有兩種
1. 無干擾的純數字驗證碼

2. 有干擾的數字加字母驗證碼

1. 百度AI大腦
https://ai.baidu.com/tech/ocr/general


下邊我用python3來示例在
https://console.bce.baidu.com/ai/?fromai=1#/ai/ocr/app/list
這裡新建應用

記錄appid, apikey, secret key
複製代碼 隱藏代碼
import requests
import base64
import shortuuid
from pprint import pprint
#填上自己的app 信息
appid = ""
key = ""
secret = ""
def Token():
host = 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id={}&client_secret={}'.format(key, secret)
response = requests.get(host)
# if response:
# pprint(response.json())
return response.json()['access_token']
token = Token()
request_url = "https://aip.baidubce.com/rest/2.0/ocr/v1/general_basic"
f = open('./code/code.png', 'rb')
img = base64.b64encode(f.read())
params = {"image":img,"language_type":"CHN_ENG"}
# access_token = '[調用鑒權接口獲取的token]'
request_url = request_url + "?access_token=" + token
headers = {'content-type': 'application/x-www-form-urlencoded'}
response = requests.post(request_url, data=params, headers=headers)
pprint (response.json())
2 騰訊AI
https://ai.qq.com/product/ocr.shtml#common


騰訊ocr示例在這裡新建應用
https://ai.qq.com/console/application/create-app


記錄以上app信息 APP_ID,APP_Key
複製代碼 隱藏代碼
import base64, hashlib, json, random, string, time
from urllib import parse
import requests
from pprint import pprint
# 填寫app信息
app_id = ""
app_key = ""
def GetAccessToken(formdata, app_key):
dic = sorted(formdata.items(), key=lambda d: d[0])
sign = parse.urlencode(dic) + '&app_key=' + app_key
m = hashlib.md5()
m.update(sign.encode('utf8'))
return m.hexdigest().upper()
def RecogniseGeneral(app_id, time_stamp, nonce_str, image, app_key):
host = 'https://api.ai.qq.com/fcgi-bin/ocr/ocr_generalocr'
formdata = {'app_id': app_id, 'time_stamp': time_stamp, 'nonce_str': nonce_str, 'image': image}
app_key = app_key
sign = GetAccessToken(formdata=formdata, app_key=app_key)
formdata['sign'] = sign
try:
r = requests.post(url=host, data=formdata, timeout=20)
except requests.exceptions.ReadTimeout:
r = requests.post(url=host, data=formdata, timeout=20)
if (r.status_code == 200):
return r.json()
else:
print(r.text)
def Recognise(img_path):
with open(file=img_path, mode='rb') as file:
base64_data = base64.b64encode(file.read())
nonce = ''.join(random.sample(string.digits + string.ascii_letters, 32))
stamp = int(time.time())
recognise = RecogniseGeneral(app_id=app_id, time_stamp=stamp, nonce_str=nonce, image=base64_data,
app_key=app_key)
# for k, v in recognise.items():
# print(k, v)
return recognise
img_path = "./code/code.png"
response = Recognise(img_path)
pprint(response)
code = response['data']['item_list'][0]['itemstring'].replace(" ", "")
print(code)
原創文章,作者:投稿專員,如若轉載,請註明出處:https://www.506064.com/zh-hk/n/219050.html