【百度大脑CV主题月征稿计划】AI小程序之车牌识
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对机动车蓝牌、绿牌、单/双行黄牌的地域编号和车牌号进行识别，并能同时识别图像中的多张车牌。本文主要介绍车牌识别的小程序功能实现。
想了解微信小程序的开发过程，请参看我之前的帖子：《UNIT接入小程序》https://ai.baidu.com/forum/topic/show/953022
想了解车牌识别的调用过程，请参看我之前的帖子：《车牌识别》https://ai.baidu.com/forum/topic/show/943028
1 系统框架
用到的技术主要有：百度车牌识别和微信小程序。小程序将用户上传的图片提交给百度车牌识别服务，返回车牌号。全部功能都在小程序客户端完成，不需要服务器，适合个人开发者学习调试使用，同时也为商业应用提供相应解决方案。
2 创建小程序项目
在根目录的全局配置文件app.json中增加："pages/ licensePlate/ licensePlate" ，会自动创建相关页面文件，结构如下：
licensePlate.js：功能逻辑模块
licensePlate.wxss：页面样式文件
licensePlate.wxml：页面布局文件
licensePlate.json：页面配置文件
3 调用车牌识别API
3.1 首先要在控制台创建应用，调用车牌API，“获取API Key/Secret Key”。
接口文档地址：https://ai.baidu.com/docs#/OCR-API-Plate/top
请求URL: https://aip.baidubce.com/rest/2.0/ocr/v1/license_plate
Body中放置请求参数，参数详情如下：
返回参数：
3.2 车牌识别功能实现
（1）发送URL请求核心代码
//在baiduai.js中发送URL请求，并进行封装。
//车牌识别接口请求，此处添加
let license_plateUrl = 'https://aip.baidubce.com/rest/2.0/ocr/v1/license_plate';
let license_plateRequest = (base64Img, callback) => {
var accessToken = app.globalData.access_token;
//拼接接口body参数
let params = {
image: base64Img,
detectorId: 0
}
//发送接口请求
wx.request({
url: license_plateUrl + '?access_token=' + accessToken,
data: params,
header: {
'content-type': 'application/x-www-form-urlencoded'
},
method: 'POST',
success: function (res) {
callback.success(res.data)
},
fail: function (res) {
if (callback.fail)
callback.fail()
}
})
}
//暴露出去的接口
module.exports = {
license_plateRequest: license_plateRequest,
}(2)定义按钮点击事件
//在businessLicense.js中定义定义按钮点击事件
//按钮点击事件
uploads: function () {
var that = this
wx.chooseImage({
count: 1, // 默认9
sizeType: ['compressed'], // 可以指定是原图还是压缩图，默认二者都有
sourceType: ['album', 'camera'], // 可以指定来源是相册还是相机，默认二者都有
success: function (res) {
// 返回选定照片的本地文件路径列表，tempFilePath可以作为img标签的src属性显示图片
if (res.tempFiles[0].size > 4096 * 1024) {
wx.showToast({
title: '图片文件过大哦',
icon: 'none',
mask: true,
duration: 1500
})
} else {
that.setData({
img: res.tempFilePaths[0]
})
}
wx.showLoading({
title: "分析中...",
mask: true
})
//根据上传的图片读取图片的base64
var fs = wx.getFileSystemManager();
fs.readFile({
filePath: res.tempFilePaths[0].toString(),
encoding: 'base64',
success(res) {
//获取到图片的base64 进行请求接口
api.license_plateRequest(res.data, {
success(res) {
if (res.data != '') {
wx.hideLoading();
var text = '';
text += "\n";
var text = res.words_result.number;
that.setData({
output: text
})
} else {
wx.hideLoading();
wx.showModal({
showCancel: false,
title: '温馨提示',
content: '貌似没有识别出结果'
})
}
}
})
}
})
},
})
},(3)修改页面样式文件
/* pages/businessLicense/businessLicense.wxss */
.image {
width: 100%;
height: 360rpx;
}
.container {
margin-top: -110px;
background-repeat: no-repeat;
background-size: auto;
background-position: bottom;
background-position-x: right;
}
button {
font-family: 微软雅黑;
}
.page-body-info {
display: flex;
box-sizing: border-box;
padding: 30rpx;
height: 420rpx;
border-top: 1rpx solid #d9d9d9;
border-bottom: 1rpx solid #d9d9d9;
align-items: center;
justify-content: center;
}
.atbottom {
width: 100%;
height: 50px;
display: flex;
flex-direction: row;
justify-content: center;
position: fixed;
background: #3366FF;
bottom: 0;
}
.img_wrap {
margin-bottom: 10px;
width: 750rpx;
height: 550rpx;
background: #ececec;
}
image {
width: 100%;
height: 100%;
max-height: 1
}
.msg {
margin: 10px 0;
text-align: center;
}
.table {
margin-top: 10rpx;
border: 0px solid darkgray;
width: 100%;
}
.tr {
display: flex;
width: 100%;
justify-content: center;
height: 80rpx;
}
.td {
font-family: 微软雅黑;
font-size: 28rpx;
width:100%;
display: flex;
justify-content: center;
text-align: center;
align-items: center;
}
.bg-g{
background: white;
}
.result{
font-size: 32rpx;
color: #fa4627;
border-top: 1rpx solid #eeeeee;
margin:30rpx 20rpx 0rpx 20rpx;
padding: 10rpx;
}
.th {
font-size: 28rpx;
width: 48%;
justify-content: center;
background: #3366FF;
color: #fff;
display: flex;
height: 80rpx;
align-items: center;
}4 实现效果
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