**手机电池正反面识别**
 
![image.png](/static/img/a6dbcf6d63d14bf3e9deddd5dece8721.image.png)

图像转换成灰度图

![image.png](/static/img/6e2a52653a7ebbc307c4f08e9e388a27.image.png)

模板匹配—— 抓取公共部分
 
![image.png](/static/img/be0501824f57a3d988127f3657c53b53.image.png)
 
用掩膜编辑器 掩膜掉不需要的部位
 
![image.png](/static/img/66042ba59ab5d6a365687f6c121642f6.image.png)
 
![image.png](/static/img/380d95a2fe06e062682946331930328c.image.png)
 
![image.png](/static/img/05925fcf5c2bdc30c58389a30f3826a8.image.png)  

![image.png](/static/img/9918a1143d7e2c9dccd637d26f675fa2.image.png)  

训练完成
 
![image.png](/static/img/bf96994112ef2ec20e10fdbd5d06c659.image.png)

定位工具
 
![image.png](/static/img/3bdfbaff24455bb2227cd3825486a9a3.image.png)
 
模板匹配—— 正面
 
![image.png](/static/img/5e31573624f85be2f21eba19a27ec054.image.png)  

模板匹配—— 反面
 
![image.png](/static/img/3e8f9b421af61ccf1b78b394789d26c0.image.png)
 
![image.png](/static/img/566c8139d8040df7af400da0f51d3e17.image.png)
 
![image.png](/static/img/e93695be1dac5660ed5572c2c7bbd388.image.png)  

![image.png](/static/img/d386035594e528017e70aff0ebbc3d28.image.png)  

高级语言
 
![image.png](/static/img/f40fb66832c2b272e9247e36dd56f74e.image.png)  

将结果用文字标签工具显示在图像上
 
![image.png](/static/img/6cada52bf8d45412af65e8b6c9560ce4.image.png)

VisionPro练习—手机电池正反面识别

**啤酒瓶盖瑕疵品识别**
 
![image.png](/static/img/444541f3b2352a06ed8911779f1a7c42.image.png)
 
图像转换成灰度图
 
![image.png](/static/img/510b0dbe1df983cb757eca6198024866.image.png)  

直方图
 
![image.png](/static/img/3a5fcf06aaba65cd0efa822261491699.image.png)  

高级语言
 
![image.png](/static/img/d864562f53fbb287aa04b3dd1eb0c4f3.image.png)  

将结果用文字标签工具显示在图像上
 

![image.png](/static/img/eebc2b70ef79d14477f6105d9cc3ff47.image.png)

VisionPro练习—啤酒瓶盖瑕疵品识别

**零件瑕疵检测**
 
![image.png](/static/img/a92e26bbcb3d2bb1fafaba504525927f.image.png)
 
![image.png](/static/img/54a1b81979e0bf0a5083440d6160c374.image.png)  

模板匹配抓取训练图像
 
![image.png](/static/img/1af5f607fd1e272537b0c0f40aa60244.image.png)
 
![image.png](/static/img/48365918364c61f08b08a1d0013c9039.image.png)

![image.png](/static/img/38d115134cee37c10921f6f63feb1ffd.image.png)  

用掩膜工具将瑕疵部份掩膜掉

![image.png](/static/img/78ffbc0c20c99b10d7413adf831d1ead.image.png)
 
![image.png](/static/img/5c5fe4914ff53e2e82809ca074e8a316.image.png)  

训练完成

![image.png](/static/img/f37750691a71d491e38c2037691829cd.image.png)  

定位工具

![image.png](/static/img/7c4aec3bc3a12a2d2b2b37e3195fe2fe.image.png)

上端瑕疵区域      矩形部分
 
![image.png](/static/img/295c1e977c629dfc22a7ac73fce4b456.image.png)
 
瑕疵
 
![image.png](/static/img/941ee1323c8c4f68416da7116d0eb1e4.image.png)  

合格
 
![image.png](/static/img/a9295ed2f9a4b95df3a6a22cbe1f72b7.image.png)  

左侧瑕疵区域 圆形部分
 
![image.png](/static/img/087bb63f70e9a8073d9661926e7c9bd1.image.png)  

合格

![image.png](/static/img/746983a5eb00790f72ef559cf742c857.image.png)  

 瑕疵
 

![image.png](/static/img/9121a4728752e576dd269a1c0ef2c73b.image.png)

右侧瑕疵区域   圆形部分
 
![image.png](/static/img/67d8e2c684b6404f643da1c06f5e81a8.image.png)  

合格
 
![image.png](/static/img/7bcdcffc3aa2408c60288061f98eb0e3.image.png)  

瑕疵
 
![image.png](/static/img/d4571f13d6a10445ba2ebabeca28fb54.image.png) 


结果分析工具
 
![image.png](/static/img/ff960e6ccb8171d8ae1611641aa15364.image.png)  

将运算结果输出终端
 
![image.png](/static/img/499bb1fb82a577149db397cbca7b3bdd.image.png)

![image.png](/static/img/8f0ee1ba2f36af518eaf58813832458d.image.png)  

![image.png](/static/img/7ea0f543ec8c1785d1acd549bc61865f.image.png)

将结果用文字标签工具显示在图像上
 

![image.png](/static/img/0bde9b728b9e3a1567bc1835c5c5e50f.image.png)

VisionPro练习—零件瑕疵检测

**零件孔位矩形标注**
 
![image.png](/static/img/a49e26b4fee9328e51ab2f21068eb537.image.png)

模板匹配   抓取训练图像
 
![image.png](/static/img/2715dadaccdb55199b67d92ad2f0c503.image.png)
 
![image.png](/static/img/a77a0a054fdacd3a4dbb4c590a52f05b.image.png)  

![image.png](/static/img/adfac8119da85a2158f5c69b5892d455.image.png)

定位工具
 
![image.png](/static/img/ae6b50dbfed5e15a83c5b5a0454480ae.image.png)

用斑点工具将孔位区域识别
 
![image.png](/static/img/66774f3ee919ef0ed76145e92bc9bf4c.image.png)   

![image.png](/static/img/735025af24924f156adef9407f4e6213.image.png)

将不需要的过滤掉
 
![image.png](/static/img/17d1f3541daf4457fbbf67a590dc5317.image.png)  

![image.png](/static/img/9d6379633dcac161e96e42886be124c9.image.png)

创建高级脚本

![image.png](/static/img/611856521806768b99c64e9910c045e5.image.png)  

定义变量         矩形仿射类型CogRectangleAffine类
 
![image.png](/static/img/59cb38567e5afd5cd50e18a7a3afbd41.image.png)
  
![image.png](/static/img/44d3f74c0314e242c8ed0fb73f4fc04a.image.png)  

获取CogBlobTool1 工具的结果          得到blob1工具
 
![image.png](/static/img/c2b65dda112341a1e7c0bf453dbe5d2e.image.png)

将结果显示在CogFixtureTool1.OutputImage图像上
 
![image.png](/static/img/ac1c8ba7b63b9c4684cf63e0d3ecbe34.image.png)

![image.png](/static/img/955b490f64916de26b80d7894c6ae351.image.png)

VisionPro练习—零件孔位矩形标注

**零件孔数统计**

 
![image.png](/static/img/15fe2849942a6b31fde2d907ff739c5b.image.png)

模板匹配   抓取训练图像
 
![image.png](/static/img/0a33e600583b1d676c8bb60efadbb10d.image.png)
 
![image.png](/static/img/86a3ff6a328fca4dba1ef3b99c2f934e.image.png)
 
设置查找区域和个数
 

![image.png](/static/img/dcc862b7bc17db969331ff94c7fb3003.image.png)  

定位工具
 
![image.png](/static/img/cee32a135f2bedfe2b060712f8f26146.image.png)
 
查找小孔个数    斑点工具
 
![image.png](/static/img/1b738552fd4e77e77812e1cbbbba20a3.image.png)
 
过滤不需要的
  
![image.png](/static/img/74de093b9f3a5990ca745afa4123634f.image.png)


![image.png](/static/img/0405ec217c77fd5123383b5c53d462fd.image.png)

查找大孔个数   斑点工具
 
![image.png](/static/img/95faff3ecb34a5ece112c9223e085851.image.png)
 
过滤不需要的

![image.png](/static/img/f3f66d26cef8bd1f96d0ff87c950834a.image.png)

![image.png](/static/img/903f045d224f1317d412b1306d71c3e9.image.png)

高级语言
 
![image.png](/static/img/5b7236ddf6bbfbea50472bea21cfc32f.image.png)
 
![image.png](/static/img/f13d2c897c2aa198ef15a2aed63824b9.image.png)  

将得到的结果用文字标签工具显示
 
![image.png](/static/img/3de796f22986959b7b5fcb339737b06e.image.png)

VisionPro练习—零件孔数统计

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360-site-verification

sogou_site_verification

baidu-site-verification

95f521bf6bd97279d4c7d479ce66ad91_1745636273

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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。