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【百度大脑新品体验】车牌识别
wangwei8638 发布于2019-04 浏览:24302 回复:22
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【百度大脑新品体验】车牌识别
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最后编辑于2023-02

一.平台接入：

1.打开https://ai.baidu.com/

  进入控制台，选择文字识别服务。

2.创建应用，如图示：

3.输入应用名称、描述，并选择应用类型，之后点击“立即创建”按钮。

4.创建完毕，点击“返回应用列表”。

5.此处显示AK,SK，后面程序中会用到

二.查看接口文档

1.打开https://ai.baidu.com/ai-doc/OCR/ck3h7y191

需要用到的信息有：

（1）请求URL: https://aip.baidubce.com/rest/2.0/ocr/v1/license_plate

（2）Header格式：Content-Type：application/x-www-form-urlencoded

（3）请求参数：image和multi_detect两个参数，image为图像数据，base64编码后进行urlencode，要求base64编码和urlencode后大小不超过4M。multi_detect是否检测多张车牌，默认为false，当置为true的时候可以对一张图片内的多张车牌进行识别。

（4）返回参数：车牌颜色Color、车牌号码number等。

2.获取access_token

# -*- coding: utf-8 -*-
#!/usr/bin/env python
import urllib
import urllib.parse
import urllib.request
import base64
import json

#client_id 为官网获取的AK， client_secret 为官网获取的SK
client_id =【百度云应用的AK】
client_secret =【百度云应用的SK】

#获取token
def get_token():
host = 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=' + client_id + '&client_secret=' + client_secret
request = urllib.request.Request(host)
request.add_header('Content-Type', 'application/json; charset=UTF-8')
response = urllib.request.urlopen(request)
token_content = response.read()
if token_content:
token_info = json.loads(token_content.decode("utf-8"))
token_key = token_info['access_token']
return token_key
3.准备一张用于识别的图片，存储在本地

三.识别结果

四.源码共享

# -*- coding: utf-8 -*-
#!/usr/bin/env python
import urllib
import urllib.parse
import urllib.request
import base64
import json
#client_id 为官网获取的AK， client_secret 为官网获取的SK
client_id = '*******'
client_secret = '**************'

#获取token
def get_token():
    host = 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=' + client_id + '&client_secret=' + client_secret
    request = urllib.request.Request(host)
    request.add_header('Content-Type', 'application/json; charset=UTF-8')
    response = urllib.request.urlopen(request)
    token_content = response.read()
    if token_content:
        token_info = json.loads(token_content.decode("utf-8"))
        token_key = token_info['access_token']
    return token_key

     # 读取图片
def get_file_content(filePath):
    with open(filePath, 'rb') as fp:
        return fp.read()


#获取车牌号信息
def get_license_plate(path):

    request_url = "https://aip.baidubce.com/rest/2.0/ocr/v1/license_plate"
    
    f = get_file_content(path)
    access_token=get_token()
    img = base64.b64encode(f)
    params = {"custom_lib": False, "image": img}
    params = urllib.parse.urlencode(params).encode('utf-8')
    request_url = request_url + "?access_token=" + access_token
    request = urllib.request.Request(url=request_url, data=params)
    request.add_header('Content-Type', 'application/x-www-form-urlencoded')
    response = urllib.request.urlopen(request)
    content = response.read()
    if content:
        license_plates = json.loads(content.decode("utf-8"))
        strover = '识别结果：'
        words_result = license_plates['words_result']
        number = words_result['number']
        strover += '  车牌号：{} \n '.format(number)
#        print (content)
        print (strover)
        return content
    else:
        return ''

image_path='F:\paddle\chepai.jpg'
get_license_plate(image_path)

 

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wenxue.iqiyi.com/book/search-%E8%80%81%E8%A1%97%E6%96%B0%E6%BE%B3%E9%97%A8%E5%B9%B3%E5%8F%B0%E3%80%90l8l83998985%E3%80%91%E5%A4%AE%E8%A7%86%EF%BC%92%EF%BD%8B%EF%BC%99-1.html
wenxue.iqiyi.com/book/search-%E6%96%B0%E6%BE%B3%E9%97%A8%E5%AE%A2%E6%9C%8D%E7%BB%8F%E7%90%86%E3%80%90l8l83998985%E3%80%91%E5%A4%AE%E8%A7%86%EF%BC%92%EF%BD%8B%EF%BC%99-1.html
wenxue.iqiyi.com/book/search-%E6%96%B0%E6%BE%B3%E9%97%A8%E5%85%AC%E5%8F%B8%E6%80%8E%E4%B9%88%E5%BC%80%E6%88%B7%E3%80%90l8l83998985%E3%80%91%E5%A4%AE%E8%A7%86%EF%BC%92%EF%BD%8B%EF%BC%99-1.html
wenxue.iqiyi.com/book/search-%E6%96%B0%E6%BE%B3%E9%97%A8%E5%A4%96%E8%81%94%E7%BB%8F%E7%90%86%E3%80%90l8l83998985%E3%80%91%E5%A4%AE%E8%A7%86%EF%BC%92%EF%BD%8B%EF%BC%99-1.html

0
#43Longwaer123回复于2022-08

非常不错

0
#22YanssieGao回复于2021-07
对#21 happy畅游的鱼回复
翻遍论坛为啥讲在线使用的一大堆，讲本地sdk怎么用的一个也没有？？

您好，如需使用车牌识别离线SDK，可参见：https://ai.baidu.com/ai-doc/OCR/0ki4d4wf3

目前已支持安卓和Linux版本

0
#21happy畅游的鱼回复于2021-05

翻遍论坛为啥讲在线使用的一大堆，讲本地sdk怎么用的一个也没有？？

0
#20ZengZhuoqi回复于2020-07
对#14 wangwei8638回复
很高，智能停车场用来收费，已经商用了

百度的好像还没有商用吧。

0
#19wangwei8638回复于2020-07
对#18 ZengZhuoqi回复
点赞，pandlepandle自己训练不香吗

当然

0
#18ZengZhuoqi回复于2020-07

点赞，pandlepandle自己训练不香吗

0
#16wangwei8638回复于2020-07
对#15 apple意阿婆回复
邀测的接口不能在控制台用，加qq 一直不同意怎么办呢？  

控制台提交工单吧

0
#15apple意阿婆回复于2020-07

邀测的接口不能在控制台用，加qq 一直不同意怎么办呢？

 

0
#14wangwei8638回复于2020-05
对#13 rose20135188回复
这个现在识别正确率咋样？高么？

很高，智能停车场用来收费，已经商用了

0
#13rose20135188回复于2020-05

这个现在识别正确率咋样？高么？

0
#12wangwei8638回复于2020-05
对#11 133******81回复
Traceback (most recent call last): File "D:/love study/python/project/lpr test.py", line 62, in get_license_plate(image_path) File "D:/love study/python/project/lpr test.py", line 51, in get_license_plate words_result = license_plates['words_result'] KeyError: 'words_result' 请问这个错误是为什么呢
展开

关键词错误，重点检查下words_result有无拼写问题

0
#11133******81回复于2020-05

Traceback (most recent call last):
File "D:/love study/python/project/lpr test.py", line 62, in
get_license_plate(image_path)
File "D:/love study/python/project/lpr test.py", line 51, in get_license_plate
words_result = license_plates['words_result']
KeyError: 'words_result'

请问这个错误是为什么呢

0
#10wangwei8638回复于2019-12
对#9 li8670回复
最要的事说三遍： 能离线使用吗，如果不能一切都是浮云

用离线SDK集成到自己程序中

0
#9li8670回复于2019-12

最要的事说三遍： 能离线使用吗，如果不能一切都是浮云

0
#8wangwei8638回复于2019-08

很成熟了

0
#7知道认证团回复于2019-07

收藏

0
#6rose20135188回复于2019-07

这个可以

0
#5wangwei8638回复于2019-04

大家一起来

0
#4Mr_SunJ回复于2019-04

感谢分享～

0
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