91av视频/亚洲h视频/操亚洲美女/外国一级黄色毛片 - 国产三级三级三级三级

  • 大小: 61.72MB
    文件類型: .zip
    金幣: 2
    下載: 1 次
    發布日期: 2022-08-20
  • 語言: 其他
  • 標簽: image_defect??

資源簡介

工業上太陽能電池板的缺陷檢測識別,主要針對裂紋,斑點進行檢測。詳細內容參加博客:https://blog.csdn.net/cuixing001/article/details/83246218

資源截圖

代碼片段和文件信息

%%?用于太陽能電池板缺陷檢測,缺陷用紅色標記,正常就不標記
%?author:cuixingxing
%?email:cuixingxing150@gmail.com
%
patch_rows?=?6;
patch_cols?=?10;
imds?=?imageDatastore(‘./defect_image_cell‘...?%?改成自己.jpg圖像所在目錄即可
????‘includeSubfolders‘true...
????‘fileExtensions‘{‘.jpg‘});
nums?=?length(imds.Files);


%%?main?loop
for?k?=?1:nums
????img1?=?imresize(readimage(imdsk)0.3);
????if?size(img13)==3
????????img1?=?rgb2gray(img1);
????end
????
????%%?get?max?rect
????bw?=?imbinarize(img10.35);
????se?=?strel(‘disk‘3);
????bw_close?=?imclose(bwse);
????s?=?regionprops(bw_close‘BoundingBox‘);
????max_area?=?0;
????max_rect?=?[];
????for?i?=?1:length(s)
????????area?=?s(i).BoundingBox(3)*s(i).BoundingBox(4);
????????if?area>=max_area
????????????max_area?=?area;
????????????max_rect?=?s(i).BoundingBox;
????????end
????end
????
????%%?get?all?patches?rects
????x?=?linspace(max_rect(1)max_rect(1)+max_rect(3)11);
????y?=?linspace(max_rect(2)max_rect(2)+max_rect(4)7);
????[XY]?=?meshgrid(xy);
????square_rects?=?zeros(patch_rows*patch_cols4);
????for?i?=?1:patch_rows
????????for?j?=?1:patch_cols
????????????square_rects(patch_cols*(i-1)+j:)?=?[X(ij)Y(ij)X(ij+1)-X(ij)Y(i+1j)-Y(ij)];
????????????current_rect?=?square_rects(patch_cols*(i-1)+j:);
????????end
????end
????
????%%?detect?each?patch?defect
????img1_RGB?=?cat(3img1img1img1);
????for?i?=?1:patch_rows*patch_cols
????????x?=?floor(square_rects(i1));
????????y?=?floor(square_rects(i2));
????????width?=?floor(square_rects(i3));
????????height?=?floor(square_rects(i4));
????????current_patch?=?img1(y:(y+height)x:(x+width));
????????[bw_edthreshOut]?=?edge(current_patch‘prewitt‘0.040);
????????SE?=?strel(‘disk‘36);
????????dilate_img?=?imdilate(bw_edSE);
????????[bwthreshold]?=?edge(current_patch‘canny‘[0.05850.2563]);
????????border?=?round(0.12*size(bw1));
????????bw_mask?=?false(size(bw));
????????bw_mask(border:size(bw1)-borderborder:size(bw2)-border)?=?true;
????????mask?=?bw_mask&bw;
????????mask?=?mask&(~dilate_img);
????????R?=?current_patch;G?=?current_patch;B?=?current_patch;
????????R(mask)?=?255;G(mask)?=?0;B(mask)?=?0;
????????draw_patch?=?cat(3RGB);
????????img1_RGB(y:(y+size(draw_patch1)-1)x:(x+size(draw_patch2)-1):)?=?draw_patch;
????end
????[pathname~]?=?fileparts(imds.Files{k});
????save_name?=?fullfile(path[name‘_draw.png‘]);
????imwrite(img1_RGBsave_name);
%?????imshowpair(img1img1_RGB‘montage‘)
end


?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2018-10-21?21:35??image_quexian\
?????目錄???????????0??2018-10-21?19:52??image_quexian\defect_image_cell\
?????文件?????2363921??2018-01-01?21:51??image_quexian\defect_image_cell\1.jpg
?????文件?????2361734??2018-01-09?15:42??image_quexian\defect_image_cell\10.jpg
?????文件??????889425??2018-10-21?20:49??image_quexian\defect_image_cell\10_draw.png
?????文件?????2430542??2018-01-09?15:52??image_quexian\defect_image_cell\11.jpg
?????文件??????911539??2018-10-21?20:49??image_quexian\defect_image_cell\11_draw.png
?????文件?????2402243??2018-01-09?15:55??image_quexian\defect_image_cell\12.jpg
?????文件??????901133??2018-10-21?20:49??image_quexian\defect_image_cell\12_draw.png
?????文件?????2453385??2018-01-09?15:58??image_quexian\defect_image_cell\13.jpg
?????文件??????918964??2018-10-21?20:49??image_quexian\defect_image_cell\13_draw.png
?????文件?????2431960??2018-01-09?16:03??image_quexian\defect_image_cell\14.jpg
?????文件??????909149??2018-10-21?20:49??image_quexian\defect_image_cell\14_draw.png
?????文件?????2429316??2018-01-09?16:05??image_quexian\defect_image_cell\15.jpg
?????文件??????908951??2018-10-21?20:49??image_quexian\defect_image_cell\15_draw.png
?????文件?????2391343??2018-01-09?16:07??image_quexian\defect_image_cell\16.jpg
?????文件??????897362??2018-10-21?20:49??image_quexian\defect_image_cell\16_draw.png
?????文件?????2396920??2018-01-09?16:10??image_quexian\defect_image_cell\17.jpg
?????文件??????899967??2018-10-21?20:49??image_quexian\defect_image_cell\17_draw.png
?????文件?????2354027??2018-01-09?16:16??image_quexian\defect_image_cell\18.jpg
?????文件??????889075??2018-10-21?20:49??image_quexian\defect_image_cell\18_draw.png
?????文件?????2431096??2018-01-09?16:18??image_quexian\defect_image_cell\19.jpg
?????文件??????910978??2018-10-21?20:49??image_quexian\defect_image_cell\19_draw.png
?????文件??????890094??2018-10-21?20:49??image_quexian\defect_image_cell\1_draw.png
?????文件?????2423296??2018-01-01?23:27??image_quexian\defect_image_cell\2.jpg
?????文件?????2393961??2018-01-09?16:20??image_quexian\defect_image_cell\20.jpg
?????文件??????902420??2018-10-21?20:49??image_quexian\defect_image_cell\20_draw.png
?????文件??????911488??2018-10-21?20:49??image_quexian\defect_image_cell\2_draw.png
?????文件?????2374665??2018-01-02?09:23??image_quexian\defect_image_cell\3.jpg
?????文件??????893414??2018-10-21?20:49??image_quexian\defect_image_cell\3_draw.png
?????文件?????2338070??2018-01-09?10:34??image_quexian\defect_image_cell\4.jpg
............此處省略12個文件信息

評論

共有 條評論

相關資源