hanlcon 注塑产品缺陷检测求助

合格

合格品

缺陷标注01

不合格01

缺陷标注01原图

缺陷标注02

不合格02

缺陷标注02原图

求助大神，请帮我写个脚本能把上图不合格处标注出来并判断结果

这个传统算法难度很大,上深度学习试试看!

可以看看

lyyyy 发表于 2024-11-18 09:43
可以看看

感谢回复，我学习下

1. <div class="blockcode"><blockquote>list_files ('D:/Desktop', ['files','follow_links'], ImageFiles)
   
2. tuple_regexp_select (ImageFiles, ['\\.(tif|tiff|gif|bmp|jpg|jpeg|jp2|png|pcx|pgm|ppm|pbm|xwd|ima|hobj)$','ignore_case'], ImageFiles)
   
3. for Index := 0 to |ImageFiles| - 1 by 1
   
4.     read_image (Image, ImageFiles[Index])
   
5.     * Image Acquisition 02: Do something
   
6.     rgb1_to_gray (Image, GrayImage1)
   
7.     threshold (GrayImage1, Regions, 17, 212)
   
8.     connection (Regions, ConnectedRegions1)
   
9.     select_shape (ConnectedRegions1, SelectedRegions, 'outer_radius', 'and', 400, 99999)
   
10.     closing_circle (SelectedRegions, RegionClosing, 4.5)
    
11.     opening_circle (RegionClosing, RegionOpening3, 10.5)
    
12.     reduce_domain (GrayImage1, RegionOpening3, ImageReduced1)
    
13.      connection (ImageReduced1, ConnectedRegions2)
    
14.     threshold (ImageReduced1, Regions1, 0, 23)
    
15.     opening_circle (Regions1, RegionOpening2, 1)
    
16.     connection (RegionOpening2, ConnectedRegions3)
    
17.     select_shape (ConnectedRegions3, SelectedRegions1, 'area', 'and', 10, 209)
    
18.     opening_circle (SelectedRegions1, RegionOpening1, 2.5)
    
19.    
    
20.     dev_display (Image)
    
21.     dev_display (RegionOpening1)
    
22.   
    
23.    
    
24. endfor

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1. dev_update_off ()
   
2. dev_set_draw ('margin')
   
3. read_image (Image, '')
   
4. rgb1_to_gray (Image, GrayImage)
   
5. gen_circle (ROI_0, 476.041, 678.892, 454.022)
   
6. gen_circle (TMP_Region, 476.041, 673.706, 415.755)
   
7. difference (ROI_0, TMP_Region, RegionDifference)
   
8. reduce_domain (GrayImage, RegionDifference, ImageReduced)
   
9. threshold (ImageReduced, Regions, 25, 143)
   
10. closing_circle (Regions, RegionClosing, 5)
    
11. difference (RegionClosing, Regions, RegionDifference1)
    
12. dev_set_draw ('fill')
    
13. opening_rectangle1 (RegionDifference1, RegionOpening, 4, 4)

复制代码

有用,感谢楼主

感谢楼主及各位老师

1. dev_update_off ()
   
2. dev_close_window ()
   
3. read_image (Image1, '')
   
4. dev_open_window_fit_image (Image1, 0, 0, -1, -1, WindowHandle1)
   
5. for index := 1 to 3 by 1   
   
6. read_image (Image1, 'C:/Users/86151/Desktop/1/注塑产品缺陷/'+index$'01')
   
7. rgb1_to_gray (Image1, GrayImage)
   
8. threshold (GrayImage, Regions, 4, 255)
   
9. connection (Regions, ConnectedRegions)
   
10. select_shape (ConnectedRegions, SelectedRegions1, 'area', 'and', 33977.1, 95493.6)
    
11. reduce_domain (GrayImage, SelectedRegions1, ImageReduced)
    
12. *最小外接圆
    
13. smallest_circle (ImageReduced, Row1, Column1, Radius1)
    
14. gen_circle (Circle1, Row1, Column1, Radius1-5)
    
15. gen_circle (Circle2, Row1, Column1, Radius1-25)
    
16. reduce_domain (ImageReduced, Circle1, ImageReduced1)
    
17. reduce_domain (ImageReduced, Circle2, ImageReduced2)
    
18. difference (ImageReduced1,ImageReduced2, RegionDifference1)
    
19. reduce_domain (ImageReduced, RegionDifference1, ImageReduced3)
    
20. threshold (ImageReduced3, Regions1, 6, 15)
    
21. select_shape (Regions1, SelectedRegions1, 'area', 'and', 17.1327, 999.0)
    
22. connection (SelectedRegions1, ConnectedRegions1)
    
23. 
    
24. area_center (ConnectedRegions1, Area, Row, Column)
    
25. dev_set_draw ('margin')
    
26. dev_set_color ('red')
    
27. dev_set_line_width (3)
    
28. gen_rectangle2_contour_xld (Rectangle1, Row, Column, 0, 40, 40)
    
29. dev_display(Image1)
    
30. dev_display(SelectedRegions1)
    
31. dev_display(Rectangle1)
    
32. 
    
33. count_obj (SelectedRegions1, N)
    
34. set_display_font (WindowHandle1, 20, 'mono', 'true', 'false')
    
35. if(N==0)
    
36.      disp_message (WindowHandle1, 'OK', 'window', Row1, Column1, 'green', 'false')
    
37. else
    
38.          disp_message (WindowHandle1, 'NG', 'window', Row1+30, Column1+30, 'red','false')
    
39. 
    
40. endif
    
41. disp_continue_message (WindowHandle1, 'black', 'true')
    
42. endfor
    
43. dev_clear_window()
    

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jiansuper 发表于 2024-11-18 21:45
感谢回复，我学习下

学习了，谢谢dgggg