【六期】AI小程序之通用文字识别

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【六期】AI小程序之通用文字识别

wangwei8638 发布于2019-11 浏览:15460 回复:5

【六期】AI小程序之通用文字识别

快速回复

最后编辑于2023-02

用户向服务请求识别某张图中的所有文字。本文主要介绍通用文字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

想了解文字识别的调用过程，请参看我之前的帖子：《驾驶证识别》https://ai.baidu.com/forum/topic/show/943036

1 系统框架

用到的技术主要有：百度通用文字识别和微信小程序。小程序将用户上传的图片提交给百度通用文字识别服务，返回所有图片文字信息。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/ generalWords/ generalWords" ，会自动创建相关页面文件，结构如下：

generalWords.js：功能逻辑模块

generalWords.wxss：页面样式文件

generalWords.wxml：页面布局文件

generalWords.json：页面配置文件

3 调用通用文字识别API

3.1 首先要在控制台创建应用，调用通用文字识别API，“获取API Key/Secret Key”。

接口文档地址：https://ai.baidu.com/docs#/OCR-API-GeneralBasic/db0895e7

请求URL: https://aip.baidubce.com/rest/2.0/ocr/v1/general_basic

Body中放置请求参数，参数详情如下：

返回参数：

3.2 通用文字识别功能实现

（1）发送URL请求核心代码

//在baiduai.js中发送URL请求，并进行封装。

//通用文字识别接口请求，此处添加

let general_basicUrl = 'https://aip.baidubce.com/rest/2.0/ocr/v1/general_basic';

let general_basicRequest = (base64Img, callback) => {

  var accessToken = app.globalData.access_token;

  //拼接接口body参数

  let params = {

    image: base64Img

  }

  //发送接口请求

  wx.request({

    url: general_basicUrl + '?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()

    }

  })

}

//接口

module.exports = {

general_basicRequest: general_basicRequest,

 }

(2)定义按钮点击事件

//在generalWords.js中定义按钮点击事件

//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.general_basicRequest(res.data, {

              success(res) {

                if (typeof (res.error_code) != "undefined") {

                  wx.hideLoading();

                  wx.showModal({

                    showCancel: false,

                    title: '识别出错啦',

                    content: '请检查图片，或重新上传！'

                    //  title: '错误码:' + res.error_code,

                    //  content: '错误信息:' + res.error_msg

                  })

                } else {

                  if (res.words_result_num != 0) {

                    wx.hideLoading();

                    var text = '';

                    text += "\n";

                    var list = res.words_result;

                    var len = res.words_result_num;

                    console.info(list);

                    //遍历打印数组元素

                    for (var j = 0; j < len; j++) {

                      text += list[j].words + "\n";

                      console.info(text);

                    }

                    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/generalWords/generalWords.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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#25aaafffggg63回复于2022-11

请问， APPID，KEY， SECRET都有了，但是小程序无法发起调用是设么问题？

#4wangwei8638回复于2020-06

小程序码

#3134******45回复于2020-04

请问上传的时候报错414路劲过长怎么解决

#2wangwei8638回复于2019-11

文字识别无压力，只是需要后续排版

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