**杂志页排序**
 
![image.png](/static/img/0e64adade16ddbb933876042ac568aee.image.png)

模板搜寻工具
 
![image.png](/static/img/9409db855f91b60ea7d7bbbeb437f89a.image.png)
 
依次进行多次抓取训练图像
 
![image.png](/static/img/1b49e949a59d27ad3dc6e98cb6a8f231.image.png)
 
![image.png](/static/img/ccc1fc93d329a4ec49df1558fe2e835b.image.png)

添加杂志页的Count输出终端

![image.png](/static/img/90015a746037d26b69a97e93b9b84e1f.image.png)

![image.png](/static/img/a7a6957e9acb2caf546a65737e6259c3.image.png)  

将6张杂志页的Count连接到高级脚本的输入上  并输出一个结果
 
![image.png](/static/img/3c1e7e6f91a6dae9da0362cb09a24902.image.png)  

编写脚本
 
![image.png](/static/img/a11f5f4debaa58938be2fbf884515c65.image.png)
 
![image.png](/static/img/3102431b612f70ed41b68d97773e0b61.image.png)  

将输出结果用文字标签显示在图像上
 

![image.png](/static/img/33cd8a6fb645cdae7a99caaf9fb39faa.image.png)

VisionPro练习—杂志页排序

**圆形文字识别**
 
![image.png](/static/img/cd3071dcb07d4cd5f350ea8a21e2c08f.image.png)

将图像转换成灰度图像

![image.png](/static/img/00cbab75b54e29827cde584e356b7371.image.png)

找⚪
 
![image.png](/static/img/1e725916816d5f3b06cd906e566aba43.image.png)

![image.png](/static/img/5e84a2b82c20328464eadaa4854c17ea.image.png)

极性展开
 
![image.png](/static/img/92561df1e8c1684bec5aab93091619f9.image.png)
 
![image.png](/static/img/7130ac4804186d7670d5a259ff8a1b55.image.png)  

![image.png](/static/img/98614c37b7fa55626ddf13708c40a0cb.image.png)

展开后
 
![image.png](/static/img/da060c313fa5ffc262fd07ed3382d1ed.image.png)  

字符提取
 
![image.png](/static/img/a769dc2629bec55076c44cb4ddcafde6.image.png)

![image.png](/static/img/6526ba873f1fce418f0fc1f96157c824.image.png)  

将结果用文字标签工具显示在图像上
 
![image.png](/static/img/dc155456aa713c61acd1523f01f76fba.image.png)

VisionPro练习—圆形文字识别

**圆形瓶口缺陷检测**
 
![image.png](/static/img/b7dd95f9bb97b4b24b75498a64aaec31.image.png)  

模板匹配  抓取训练图像
 
![image.png](/static/img/eab7aed10ff88efc7bc909467170ef63.image.png)
 
![image.png](/static/img/b64afd91fb27ab0cd273c3a84d693900.image.png)

不考虑杂斑
 
![image.png](/static/img/dd7d51131e2eb8dc99fb563ec0381036.image.png)

忽略极性    训练完成
 
![image.png](/static/img/2fbaddbc08121729093d9ca047996adf.image.png)
 
定位工具
 
![image.png](/static/img/d077ff593c1d9ad216204feece70e6b0.image.png)

找⚪
 
![image.png](/static/img/dd80c7e6e772a5fbfd642bc52b8af462.image.png)
 
![image.png](/static/img/6aa56c437eed7116a5010ad4d2fbf1a8.image.png)
 
![image.png](/static/img/50f849faf612677dd8a6a7c6c58755d3.image.png)
 
极性展开
 
![image.png](/static/img/9b6871c5294eb974fdc7a03ace630679.image.png)
 
![image.png](/static/img/6c29d1a14714e506e888f44b80b2e8dd.image.png)  

展开后  
 
![image.png](/static/img/c528a379860067830525ede3daa13f50.image.png)
 
斑点工具提取瑕疵
 
![image.png](/static/img/a50fe6765fe2f60ff9eea0865b22fea4.image.png)
 
添加尺寸的非环性   并过滤
 
![image.png](/static/img/7088f58aa7c71dfd25a937a13e816d08.image.png)
 
![image.png](/static/img/e988eb4548225bb3b82a502421fdf57c.image.png)

将斑点工具提取瑕疵得到的结果连接高级语言输入终端  
高级语言脚本

![image.png](/static/img/47960cab640ca2545551c284747ce27f.image.png)  

将高级语言处理后得到的结果用文字标签工具显示在图像上
 
![image.png](/static/img/942b44e1634aa8146a4f39fc4336653e.image.png)

VisionPro练习—圆形瓶口缺陷检测

**硬币金额统计**
 
![image.png](/static/img/9cfa4013fb886a3808e1ca926bc36ff5.image.png)

模板匹配
 
![image.png](/static/img/164f18d10f4602e4be0955ebc95e9120.image.png)
 
 图像掩膜  
![image.png](/static/img/744fd15fa34bf6b1616e6ab8223bf73f.image.png)  

工具里 矩形选择  硬币  

![image.png](/static/img/8c02a3196002648cd770bd60400e856d.image.png)

用笔将硬币外轮廓擦除（使硬币外圆可见）
 
![image.png](/static/img/d0cf8e30adffb327011c51f47a4307aa.image.png)  

训练区域
 
![image.png](/static/img/d735b2ef618a06c154b011c067f46482.image.png)
 
设置查找区域和个数
 
![image.png](/static/img/86de7c72fdddfd7be60236c0d08d9504.image.png)  

训练 得出匹配结果
 
![image.png](/static/img/2ddcf519f11ab43832105902e500181a.image.png)  

结果分析
 
![image.png](/static/img/684024d774fb9c930a66013567868ff9.image.png)  

添加金额 输出终端
 
![image.png](/static/img/cf593d52bb2e56d99259c2d1f46a82b2.image.png)
 
![image.png](/static/img/80a3163d7c7cb7cda024aeb06513228b.image.png)  

![image.png](/static/img/46928fcd647c649e3dfbd6ecaa3d4ac5.image.png)  

文字标签
 
![image.png](/static/img/936fb9feaaf7dca8de8af97e3287be56.image.png)  

用C#高级语言
 
![image.png](/static/img/30500c4232b53d854aee002d20a9311a.image.png)  

创建脚本
 
![image.png](/static/img/685704d0faea10c230e7aa25088a95ae.image.png)  

定义一个变量  
 
![image.png](/static/img/1918b54b7999f74eefbf1fa8220648fc.image.png)
 
获取结果分析工具里的结果
 
![image.png](/static/img/de7a024a26607e7b33d72351a7e0e4eb.image.png)
 
显示在那张图像上
 
![image.png](/static/img/3886868491bb6114b82aeecff5033907.image.png)

![image.png](/static/img/c59dce74bd07e20e5e4a9ea6c0e77d21.image.png)

VisionPro练习—硬币统计

**药物胶囊瑕疵检测**
 
![image.png](/static/img/50e856b74ae1fcdc847cfe0e3f9c127d.image.png)

图像转换成灰度图
 
![image.png](/static/img/11bf116728c8c63bafd461fc63af22ab.image.png)

模板匹配  抓取训练图像
 
![image.png](/static/img/50763bfa8d6538da360dc948ec971353.image.png)
 
![image.png](/static/img/e79594db0dc92d0464ccc95a769e6e0d.image.png)
 
![image.png](/static/img/a6ca4320fc18442a2d5258221920e049.image.png)

用掩膜编辑器将不需要的区域掩膜掉
 
![image.png](/static/img/d8aa137198b087093cfc884e142a47e6.image.png)

训练完成
 
![image.png](/static/img/f084ef24d68997dc0a891c601fcb6c0a.image.png)  

定位工具
 
![image.png](/static/img/a8c705322873829af13d4e8f07057db9.image.png)

合格胶囊模板找寻
 
![image.png](/static/img/ed830b1fb2c7016af910748bbac3f93b.image.png)  

抓取训练图像
 
![image.png](/static/img/e14c51a76771c20c52bdc7fee4625df2.image.png)
 
![image.png](/static/img/0b617246295f3d7099fbb177d321906e.image.png)  

查找数量
 
![image.png](/static/img/b4d1b6d4a20edc4f2c784b45cf1c32cc.image.png)  

缺失胶囊模板找寻
 
![image.png](/static/img/ff04a6f754ce63fcbb81c4524fa28ef1.image.png)
 
![image.png](/static/img/0a88a3b2880088d3ca9e36a102113d4c.image.png)
 
![image.png](/static/img/ded4533bfabe3bc7ba116e7d6fee5ae8.image.png)  

脚本处理   
将合格和缺失的数量连接到高级脚本的输入  

![image.png](/static/img/6c7968f5ddb07ec0e761ec1bf024b3b5.image.png)

![image.png](/static/img/6604ade1f400dcf0990ef636ebfb4ddc.image.png)
 
用文字标签工具将结果显示在图像上
 
![image.png](/static/img/bd04c4212b29f2e4e80c7d11eb9833b7.image.png)

VisionPro练习—药物胶囊瑕疵检测

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《千纸鹤》是一个关于个人成长、心灵探索和生活哲学的博客。通过结合纸鹤的象征意义，博客传递着希望、自由、勇气和梦想的理念，分享作者在人生旅途中所遇到的挑战与感悟。每一篇文章都如同一只飞翔的纸鹤，轻盈地载着思想与情感，带领读者在迷茫与困顿中找到属于自己的方向。