python利用百度AI實(shí)現(xiàn)文字識(shí)別功能

更新時(shí)間：2018年11月27日 09:00:27 作者：Li_JiaQian

這篇文章主要為大家詳細(xì)介紹了python利用百度AI實(shí)現(xiàn)文字識(shí)別，主要涉及通用文字識(shí)別、網(wǎng)絡(luò)圖片文字識(shí)別、身份證識(shí)別等文字識(shí)別功能，具有一定的參考價(jià)值，感興趣的小伙伴們可以參考一下

本文為大家分享了python實(shí)現(xiàn)文字識(shí)別功能大全，供大家參考，具體內(nèi)容如下

1.通用文字識(shí)別

# -*- coding: UTF-8 -*-
from aip import AipOcr
 
# 定義常量
APP_ID = '11352343'
API_KEY = 'Nd5Z1NkGoLDvHwBnD2bFLpCE'
SECRET_KEY = 'A9FsnnPj1Ys2Gof70SNgYo23hKOIK8Os'
 
# 初始化AipFace對(duì)象
aipOcr = AipOcr(APP_ID, API_KEY, SECRET_KEY)
 
# 讀取圖片
filePath = "test3.png"
 
def get_file_content(filePath):
 with open(filePath, 'rb') as fp:
 return fp.read()
 
# 定義參數(shù)變量
options = {
 'detect_direction': 'true',
 'language_type': 'CHN_ENG',
}
 
# 調(diào)用通用文字識(shí)別接口
result = aipOcr.basicGeneral(get_file_content(filePath), options)
print(result)
words_result=result['words_result']
for i in range(len(words_result)):
 print(words_result[i]['words'])

2.網(wǎng)絡(luò)圖片文字識(shí)別

識(shí)別一些網(wǎng)絡(luò)上背景復(fù)雜，特殊字體的文字。

# -*- coding: UTF-8 -*-
from aip import AipOcr
 
# 定義常量
APP_ID = '11352343'
API_KEY = 'Nd5Z1NkGoLDvHwBnD2bFLpCE'
SECRET_KEY = 'A9FsnnPj1Ys2Gof70SNgYo23hKOIK8Os'
 
# 初始化AipFace對(duì)象
aipOcr = AipOcr(APP_ID, API_KEY, SECRET_KEY)
 
# 讀取圖片
filePath = "2-5.jpg"
 
def get_file_content(filePath):
 with open(filePath, 'rb') as fp:
 return fp.read()
 
options={}
options["detect_direction"] = "true" #檢測(cè)朝向
options["detect_language"] = "true" #檢測(cè)語(yǔ)言
 
result= aipOcr.webImage(get_file_content(filePath),options)
print(result)
for i in range(len(result['words_result'])):
 print(result['words_result'][i]['words'])

3.身份證識(shí)別

身份證識(shí)別包括正面和背面。

# -*- coding: UTF-8 -*-
from aip import AipOcr
# 定義常量
APP_ID = '11352343'
API_KEY = 'Nd5Z1NkGoLDvHwBnD2bFLpCE'
SECRET_KEY = 'A9FsnnPj1Ys2Gof70SNgYo23hKOIK8Os'
 
# 初始化AipFace對(duì)象
aipOcr = AipOcr(APP_ID, API_KEY, SECRET_KEY)
 
# 讀取圖片
filePath1 = "2-6-2.jpg" #正面
filePath2 = "2-6-1.jpg" #背面
def get_file_content(filePath):
 with open(filePath, 'rb') as fp:
 return fp.read()
 
options={}
options["detect_direction"] = "true" #檢測(cè)朝向
options["detect_risk"] = "true"
#是否開(kāi)啟身份證風(fēng)險(xiǎn)類(lèi)型(身份證復(fù)印件、臨時(shí)身份證、身份證翻拍、修改過(guò)的身份證)功能，默認(rèn)不開(kāi)啟
 
result1= aipOcr.idcard(get_file_content(filePath1),'front',options)
result2= aipOcr.idcard(get_file_content(filePath2),'back',options)
print(result1)
print(result2)
for key in result1['words_result'].keys():
 print(key+':'+result1['words_result'][key]['words'])
 
for key in result2['words_result'].keys():
 print(key+':'+result2['words_result'][key]['words'])

4.銀行卡識(shí)別

識(shí)別銀行卡并返回卡號(hào)和發(fā)卡行。

# -*- coding: UTF-8 -*-
from aip import AipOcr
 
# 定義常量
APP_ID = '11352343'
API_KEY = 'Nd5Z1NkGoLDvHwBnD2bFLpCE'
SECRET_KEY = 'A9FsnnPj1Ys2Gof70SNgYo23hKOIK8Os'
 
# 初始化AipFace對(duì)象
aipOcr = AipOcr(APP_ID, API_KEY, SECRET_KEY)
 
# 讀取圖片
filePath = "2-7.jpeg"
 
def get_file_content(filePath):
 with open(filePath, 'rb') as fp:
 return fp.read()
 
options={}
 
result=aipOcr.bankcard(get_file_content(filePath),options)
print(result)
#bank_card_type 銀行卡類(lèi)型，0:不能識(shí)別; 1: 借記卡; 2: 信用卡
for key in result['result']:
 print(key+':'+str(result['result'][key]))

5.駕駛證識(shí)別

對(duì)機(jī)動(dòng)車(chē)駕駛證所有關(guān)鍵字段進(jìn)行識(shí)別。

# -*- coding: UTF-8 -*-
from aip import AipOcr
 
# 定義常量
APP_ID = '11352343'
API_KEY = 'Nd5Z1NkGoLDvHwBnD2bFLpCE'
SECRET_KEY = 'A9FsnnPj1Ys2Gof70SNgYo23hKOIK8Os'
 
# 初始化AipFace對(duì)象
aipOcr = AipOcr(APP_ID, API_KEY, SECRET_KEY)
 
# 讀取圖片
filePath = "2-8.jpg"
 
def get_file_content(filePath):
 with open(filePath, 'rb') as fp:
 return fp.read()
 
options={}
 
result=aipOcr.drivingLicense(get_file_content(filePath),options)
print(result)
 
for key in result['words_result']:
 print(key+':'+str(result['words_result'][key]['words']))

6.行駛證識(shí)別

對(duì)機(jī)動(dòng)車(chē)行駛證正本所有關(guān)鍵字段進(jìn)行識(shí)別。

# -*- coding: UTF-8 -*-
from aip import AipOcr
 
# 定義常量
APP_ID = '11352343'
API_KEY = 'Nd5Z1NkGoLDvHwBnD2bFLpCE'
SECRET_KEY = 'A9FsnnPj1Ys2Gof70SNgYo23hKOIK8Os'
 
# 初始化AipFace對(duì)象
aipOcr = AipOcr(APP_ID, API_KEY, SECRET_KEY)
 
# 讀取圖片
filePath = "2-9.jpg"
 
def get_file_content(filePath):
 with open(filePath, 'rb') as fp:
 return fp.read()
 
options={}
 
result=aipOcr.vehicleLicense(get_file_content(filePath),options)
print(result)
 
for key in result['words_result']:
 print(key+':'+str(result['words_result'][key]['words']))

7.車(chē)牌識(shí)別

# -*- coding: UTF-8 -*-
from aip import AipOcr
 
# 定義常量
APP_ID = '11352343'
API_KEY = 'Nd5Z1NkGoLDvHwBnD2bFLpCE'
SECRET_KEY = 'A9FsnnPj1Ys2Gof70SNgYo23hKOIK8Os'
 
# 初始化AipFace對(duì)象
aipOcr = AipOcr(APP_ID, API_KEY, SECRET_KEY)
 
# 讀取圖片
filePath = "2-3.png"
 
def get_file_content(filePath):
 with open(filePath, 'rb') as fp:
 return fp.read()
 
options={}
options["multi_detect"] = "true"
#是否檢測(cè)多張車(chē)牌，默認(rèn)為false，當(dāng)置為true的時(shí)候可以對(duì)一張圖片內(nèi)的多張車(chē)牌進(jìn)行識(shí)別
 
result= aipOcr.licensePlate(get_file_content(filePath),options)
 
for i in range(len(result['words_result'])):
 print(result['words_result'][i]['color']+' '+result['words_result'][i]['number'])

8.營(yíng)業(yè)執(zhí)照識(shí)別

識(shí)別營(yíng)業(yè)執(zhí)照，并返回關(guān)鍵字段的值，包括單位名稱(chēng)、法人、地址、有效期、證件編號(hào)、社會(huì)信用代碼等。

# -*- coding: UTF-8 -*-
from aip import AipOcr
 
# 定義常量
APP_ID = '11352343'
API_KEY = 'Nd5Z1NkGoLDvHwBnD2bFLpCE'
SECRET_KEY = 'A9FsnnPj1Ys2Gof70SNgYo23hKOIK8Os'
 
# 初始化AipFace對(duì)象
aipOcr = AipOcr(APP_ID, API_KEY, SECRET_KEY)
 
# 讀取圖片
filePath = "2-10.jpg"
 
def get_file_content(filePath):
 with open(filePath, 'rb') as fp:
 return fp.read()
 
options={}
 
result=aipOcr.businessLicense(get_file_content(filePath),options)
print(result)
 
for key in result['words_result']:
 print(key+':'+str(result['words_result'][key]['words']))

以上就是本文的全部?jī)?nèi)容，希望對(duì)大家的學(xué)習(xí)有所幫助，也希望大家多多支持腳本之家。

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