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diff --git a/find_fish.asv b/find_fish.asv
deleted file mode 100644
index 8f25cb048c4c97467c431f7212fb2686a9a7d8bb..0000000000000000000000000000000000000000
--- a/find_fish.asv
+++ /dev/null
@@ -1,81 +0,0 @@
-
-%load the main image and make it an rgb
-Test1 = imread('Berggylte_test1.jpg');
-SampleFish1 = rgb2gray(Test1);
-
-%find the files to loop  through
-myFolder = '/home/magnus/Downloads/Bildesett_Berggylte';
-
-
-filePattern = fullfile(myFolder, '*.jpg');
-theFiles = dir(filePattern);
-
-%For loop for comparing the SURF key points between two fish
-for k = 1 : length(theFiles)
-    % load image
-    baseFileName = theFiles(k).name;
-    fullFileName = fullfile(theFiles(k).folder, baseFileName);
-    image = rgb2gray(imread(fullFileName));
-    
-    %Sample 1 is defined outside the loop
-    %Use the current image from the file as sample two
-    SampleFish2 = image;
-
-    %Detects the key points in both images
-    points1 = detectSURFFeatures(SampleFish1, 'MetricThreshold',100,'NumScaleLevels',5);
-    points2 = detectSURFFeatures(SampleFish2, 'MetricThreshold',100,'NumScaleLevels',5);
-    
-    %Find the 100 strongest key points in both the images
-    strongest1 = points1.selectStrongest(300);
-    strongest2 = points2.selectStrongest(300);
-
-    %display the image with key points
-    %figure
-    %imshow(SampleFish1); 
-    %hold on; plot(strongest1);
-
-    %display the image with key points
-    %figure
-    %imshow(SampleFish2); 
-    %hold on; plot(strongest2);
-
-
-    %matching the features with eachouther
-    [fishFeatures1, points1] = extractFeatures(SampleFish1, points1);
-    [fishFeatures2, points2] = extractFeatures(SampleFish2, points2);
-
-    fishPairs = matchFeatures(fishFeatures1, fishFeatures2);
-
-    %display both images with lines between the matching key points
-    matchedFishPoints1 = points1(fishPairs(:, 1), :);
-    matchedFishPoints2 = points2(fishPairs(:, 2), :);
-    figure;
-    showMatchedFeatures(SampleFish1, SampleFish2, matchedFishPoints1, ...
-    %matchedFishPoints2, 'montage');
-    %title('Putatively Matched Points (Including Outliers)');
-    
-    [tform, inlierIdx] = ...
-    estimateGeometricTransform2D(matchedFishPoints1, matchedFishPoints2, 'affine');
-    inlierFishPoints1 = matchedFishPoints1(inlierIdx, :);
-    inlierFishPoints2 = matchedFishPoints2(inlierIdx, :);
-    
-    figure;
-    showMatchedFeatures(SampleFish1, SampleFish2, inlierFishPoints1, ...
-    inlierFishPoints2, 'montage');
-    title('Matched Points (Inliers Only)');
-    
-    boxPolygon = [1, 1;...                        
-        size(SampleFish1, 2), 1;...                 
-        size(SampleFish1, 2), size(SampleFish1, 1);... 
-        1, size(SampleFish1, 1);...                 
-        1, 1];
-    
-    newBoxPolygon = transformPointsForward(tform, boxPolygon);
-    
-    figure;
-    imshow(SampleFish2);
-    hold on;
-    line(newBoxPolygon(:, 1), newBoxPolygon(:, 2), 'Color', 'y');
-    title('Detected Box');
-
-end
diff --git a/find_fish.m b/find_fish.m
index d88c42dad610f4688830074eb5933ff749ad5b0b..2679f3d2b7233211834c1e8738a12e2a915ca729 100644
--- a/find_fish.m
+++ b/find_fish.m
@@ -1,47 +1,46 @@
 
 %load the main image and make it an rgb
-Test1 = imread('Berggylte_test1.jpg');
+Test1 = imread('Cropped_fish1.jpg');
 SampleFish1 = rgb2gray(Test1);
 
 %find the files to loop  through
-myFolder = '/home/magnus/Downloads/Bildesett_Berggylte';
+myFolder = '/home/magnus/Fish_project/Bildesett-testing/testing-numbered';
 myFolderOutput = '/home/magnus/Fish_project/SURF-output';
+fileID = fopen('output/output.csv', 'w');
 
 
 filePattern = fullfile(myFolder, '*.jpg');
 theFiles = dir(filePattern);
 
+tic
+
 %For loop for comparing the SURF key points between two fish
-for k = 5 %: length(theFiles)
-    % load image
-    baseFileName = theFiles(k).name;
-    fullFileName = fullfile(theFiles(k).folder, baseFileName);
-    image = rgb2gray(imread(fullFileName));
+for k = 1 : length(theFiles)
+    try 
+        % load image
+        %baseFileName = theFiles(k).name;
+        %fullFileName = fullfile(theFiles(k).folder, baseFileName);
+        %image = rgb2gray(imread(fullFileName));
+        
+        
+        % load image
+        [folder, baseFileName, extension] = fileparts(fullfile(theFiles(k).folder, theFiles(k).name));
+        image = rgb2gray(imread(fullfile(folder, append(baseFileName,extension))));
+        
     
-    %Sample 1 is defined outside the loop
-    %Use the current image from the file as sample two
-    SampleFish2 = image;
+        %Sample 1 is defined outside the loop
+        %Use the current image from the file as sample two
+        SampleFish2 = image;
 
     %Detects the key points in both images
-    points1 = detectSURFFeatures(SampleFish1, 'MetricThreshold',100,'NumScaleLevels',5);
-    points2 = detectSURFFeatures(SampleFish2, 'MetricThreshold',100,'NumScaleLevels',5);
+    points1 = detectSURFFeatures(SampleFish1, 'MetricThreshold',50,'NumScaleLevels',5,'NumOctaves', 4);
+    points2 = detectSURFFeatures(SampleFish2, 'MetricThreshold',50,'NumScaleLevels',5,'NumOctaves', 4);
     
     %Find the 100 strongest key points in both the images
     strongest1 = points1.selectStrongest(300);
     strongest2 = points2.selectStrongest(300);
 
-    %display the image with key points
-    %figure
-    %imshow(SampleFish1); 
-    %hold on; plot(strongest1);
-
-    %display the image with key points
-    %figure
-    %imshow(SampleFish2); 
-    %hold on; plot(strongest2);
-
-
-    %matching the features with eachouther
+    %matching the features with eachother
     [fishFeatures1, points1] = extractFeatures(SampleFish1, points1);
     [fishFeatures2, points2] = extractFeatures(SampleFish2, points2);
 
@@ -50,20 +49,11 @@ for k = 5 %: length(theFiles)
     %display both images with lines between the matching key points
     matchedFishPoints1 = points1(fishPairs(:, 1), :);
     matchedFishPoints2 = points2(fishPairs(:, 2), :);
-    %figure;
-    %showMatchedFeatures(SampleFish1, SampleFish2, matchedFishPoints1, ...
-    %matchedFishPoints2, 'montage');
-    %title('Putatively Matched Points (Including Outliers)');
-    
-    [tform, inlierIdx] = ...
-    estimateGeometricTransform2D(matchedFishPoints1, matchedFishPoints2, 'affine');
-    inlierFishPoints1 = matchedFishPoints1(inlierIdx, :);
-    inlierFishPoints2 = matchedFishPoints2(inlierIdx, :);
-    
-    %figure;
-    %showMatchedFeatures(SampleFish1, SampleFish2, inlierFishPoints1, ...
-    %inlierFishPoints2, 'montage');
-    %title('Matched Points (Inliers Only)');
+   
+    %[tform, inlierIdx] = ...
+    %estimateGeometricTransform2D(matchedFishPoints1, matchedFishPoints2, 'affine');
+    %inlierFishPoints1 = matchedFishPoints1(inlierIdx, :);
+    %inlierFishPoints2 = matchedFishPoints2(inlierIdx, :);
     
     boxPolygon = [1, 1;...                        
         size(SampleFish1, 2), 1;...                 
@@ -73,11 +63,79 @@ for k = 5 %: length(theFiles)
     
     newBoxPolygon = transformPointsForward(tform, boxPolygon);
     
-    figure;
+    %pgon = polyshape(newBoxPolygon);
+    
+    %A = area(pgon)
+    
+    %disp(inlierFishPoints2(1).Location)
+    
+    location = matchedFishPoints2.Location;
+    
+    LargestX = location(1);
+    LargestY = location(1, 2);
+    SmallestX = location(1);
+    SmallestY = location(1, 2);
+    
+    for i = 1 : 5
+        
+        if(location(i) > LargestX)
+             LargestX = location(i);
+        end
+        
+        if(location(i) < SmallestX)
+             SmallestX = location(i);
+        end
+        
+        if(location(i, 2) > LargestY)
+             LargestY = location(i, 2);
+        end
+        
+        if(location(i, 2) < SmallestY)
+             SmallestY = location(i, 2);
+        end
+        
+
+    end
+    
+    TopLeft = [SmallestX SmallestY];
+    BottomRight = [LargestX, LargestY];
+    DistanceX = LargestX - SmallestX;
+    DistanceY = LargestY - SmallestY;
+    
+    rectanglePosAndSize = [SmallestX SmallestY DistanceX DistanceY];
+
+    
+    figure('visible', 'off');
     imshow(SampleFish2);
+    rectangle('position', rectanglePosAndSize, 'edgecolor', 'g', 'linewidth',2);
     hold on;
-    line(newBoxPolygon(:, 1), newBoxPolygon(:, 2), 'Color', 'y');
-    title('Detected Box');
-    saveas(gcf, fullfile(myFolderOutput, 'filename'), 'jpeg');
+    %plot(pgon)
+    %title('Detected Box');
+    %saveas(gcf,"./output/" + baseFileName + extension);
+    disp(rectanglePosAndSize)
+    
+    fprintf(fileID, ...
+            '%s,%d,%d,%d,%d\n', ...
+            baseFileName, ...
+            round(rectanglePosAndSize(2)), ... % y1
+            round(rectanglePosAndSize(2)+rectanglePosAndSize(4)), ... %y2
+            round(rectanglePosAndSize(1)), ... % x1
+            round(rectanglePosAndSize(1)+rectanglePosAndSize(3)) ... % x2
+        );
+    
+    
+    catch e
+        disp("wopsie poopsie")
+        disp(baseFileName);
+        disp(e.message)
+        
+    end
 
 end
+
+
+toc
+fclose(fileID);
+
+
+%disp("iou: " + iou)
diff --git a/find_fish_print.asv b/find_fish_print.asv
deleted file mode 100644
index a302f08cc6e51d9814882d9b382e8ca858d2408c..0000000000000000000000000000000000000000
--- a/find_fish_print.asv
+++ /dev/null
@@ -1,81 +0,0 @@
-
-%load the main image and make it an rgb
-Test1 = imread('Berggylte_test1.jpg');
-SampleFish1 = rgb2gray(Test1);
-
-%find the files to loop  through
-myFolder = '/home/magnus/Downloads/Bildesett_Berggylte';
-myFolderOutput = '/home/magnus/Fish_project/SURF-output';
-
-filePattern = fullfile(myFolder, '*.jpg');
-theFiles = dir(filePattern);
-
-%For loop for comparing the SURF key points between two fish
-for k = 40  %: length(theFiles)
-    % load image
-    baseFileName = theFiles(k).name;
-    fullFileName = fullfile(theFiles(k).folder, baseFileName);
-    image = rgb2gray(imread(fullFileName));
-    
-    %Sample 1 is defined outside the loop
-    %Use the current image from the file as sample two
-    SampleFish2 = image;
-
-    %Detects the key points in both images
-    points1 = detectSURFFeatures(SampleFish1, 'MetricThreshold',100,'NumScaleLevels',5);
-    points2 = detectSURFFeatures(SampleFish2, 'MetricThreshold',100,'NumScaleLevels',5);
-    
-    %Find the 100 strongest key points in both the images
-    strongest1 = points1.selectStrongest(300);
-    strongest2 = points2.selectStrongest(300);
-
-    %display the image with key points
-    figure
-    imshow(SampleFish1); 
-    hold on; plot(strongest1);
-
-    %display the image with key points
-    figure
-    imshow(SampleFish2); 
-    hold on; plot(strongest2);
-
-
-    %matching the features with eachouther
-    [fishFeatures1, points1] = extractFeatures(SampleFish1, points1);
-    [fishFeatures2, points2] = extractFeatures(SampleFish2, points2);
-
-    fishPairs = matchFeatures(fishFeatures1, fishFeatures2);
-
-    %display both images with lines between the matching key points
-    matchedFishPoints1 = points1(fishPairs(:, 1), :);
-    matchedFishPoints2 = points2(fishPairs(:, 2), :);
-    figure;
-    showMatchedFeatures(SampleFish1, SampleFish2, matchedFishPoints1, ...
-    matchedFishPoints2, 'montage');
-    title('Putatively Matched Points (Including Outliers)');
-    
-    [tform, inlierIdx] = ...
-    estimateGeometricTransform2D(matchedFishPoints1, matchedFishPoints2, 'affine');
-    inlierFishPoints1 = matchedFishPoints1(inlierIdx, :);
-    inlierFishPoints2 = matchedFishPoints2(inlierIdx, :);
-    
-    %figure;
-    showMatchedFeatures(SampleFish1, SampleFish2, inlierFishPoints1, ...
-    inlierFishPoints2, 'montage');
-    title('Matched Points (Inliers Only)');
-    
-    boxPolygon = [1, 1;...                        
-        size(SampleFish1, 2), 1;...                 
-        size(SampleFish1, 2), size(SampleFish1, 1);... 
-        1, size(SampleFish1, 1);...                 
-        1, 1];
-    
-    newBoxPolygon = transformPointsForward(tform, boxPolygon);
-    
-    figure;
-    imshow(SampleFish2);
-    hold on;
-    line(newBoxPolygon(:, 1), newBoxPolygon(:, 2), 'Color', 'y');
-    title('Detected Box');
-
-end
diff --git a/find_fish_print.m b/find_fish_print.m
index 220d1d44d8d0a6f1cadde5878aa81d4bcd190206..0f0755b9bf9c7a8b7ed5214ce52f422f92ea56a1 100644
--- a/find_fish_print.m
+++ b/find_fish_print.m
@@ -4,13 +4,12 @@ Test1 = imread('Cropped_fish1.jpg');
 SampleFish1 = rgb2gray(Test1);
 
 %find the files to loop  through
-myFolder = '/home/magnus/Downloads/Bildesett_Berggylte';
-
+myFolder = '/home/magnus/Fish_project/Bildesett-testing/testing-numbered';
 filePattern = fullfile(myFolder, '*.jpg');
 theFiles = dir(filePattern);
 
 %For loop for comparing the SURF key points between two fish
-for k = 88  %: length(theFiles)
+for k = 2  %: length(theFiles)
     % load image
     baseFileName = theFiles(k).name;
     fullFileName = fullfile(theFiles(k).folder, baseFileName);
@@ -21,12 +20,12 @@ for k = 88  %: length(theFiles)
     SampleFish2 = image;
 
     %Detects the key points in both images
-    points1 = detectSURFFeatures(SampleFish1, 'MetricThreshold',100,'NumScaleLevels',5);
-    points2 = detectSURFFeatures(SampleFish2, 'MetricThreshold',100,'NumScaleLevels',5);
+    points1 = detectSURFFeatures(SampleFish1, 'MetricThreshold',50,'NumScaleLevels',5, 'NumOctaves', 4);
+    points2 = detectSURFFeatures(SampleFish2, 'MetricThreshold',50,'NumScaleLevels',5, 'NumOctaves', 4);
     
     %Find the 100 strongest key points in both the images
-    strongest1 = points1.selectStrongest(100);
-    strongest2 = points2.selectStrongest(100);
+    strongest1 = points1.selectStrongest(200);
+    strongest2 = points2.selectStrongest(200);
 
     %display the image with key points
     figure
@@ -70,11 +69,15 @@ for k = 88  %: length(theFiles)
         1, 1];
     
     newBoxPolygon = transformPointsForward(tform, boxPolygon);
+   
+    disp(newBoxPolygon(1, :))
+    
+    
     
     figure;
     imshow(SampleFish2);
     hold on;
-    line(newBoxPolygon(:, 1), newBoxPolygon(:, 2), 'Color', 'y');
+    line(newBoxPolygon(:, 1), newBoxPolygon(:, 2), 'Color', 'r');
     title('Detected Box');
 
 end
diff --git a/iou.m b/iou.m
new file mode 100644
index 0000000000000000000000000000000000000000..5cb1461a14416ba9368b51fdee80ecd2fbe8dc6d
--- /dev/null
+++ b/iou.m
@@ -0,0 +1,40 @@
+function score = iou
+truth = readmatrix('GroundTruth-numbered-only.csv');
+tmpltTruth = readmatrix('output/output.csv');
+
+score = 0;
+iouScores = [];
+
+% loop through data in truth for template matching
+for i = 1 : size(tmpltTruth, 1)
+    % loop through ground truth
+    for j = 1 : size(truth, 1)
+        % if match, add to IOU score
+        if tmpltTruth(i, 1) == truth(j, 1)
+            % if the position is -1, it didn't meet the threshold so the
+            % score is just set to 0
+            if (tmpltTruth(i,2) == -1 && ...
+                tmpltTruth(i,3) == -1 && ...
+                tmpltTruth(i,4) == -1 && ...
+                tmpltTruth(i,5) == -1) 
+                iouScores = [iouScores, 0];
+                break
+            end
+            disp(i)
+            
+            % box from ground truth
+            boxTruth = [truth(j, 4) truth(j, 2) truth(j, 5)-truth(j, 4) truth(j, 3)-truth(j, 2)];
+            % box from template matching truth
+            boxTmplt = [tmpltTruth(i, 4) tmpltTruth(i, 2) tmpltTruth(i, 5)-tmpltTruth(i, 4) tmpltTruth(i ,3)-tmpltTruth(i, 2)];
+            
+            % save overlap score
+            iouScores = [iouScores, bboxOverlapRatio(boxTruth, boxTmplt)];
+            break
+        end
+    end
+end
+
+disp(['[' num2str(iouScores(:).') ']']);
+
+% returnaverage (a score of 1 is perfect)
+score = sum(iouScores)/50;
\ No newline at end of file
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new file mode 100644
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diff --git a/output/0044.jpg b/output/0044.jpg
new file mode 100644
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diff --git a/output/0047.jpg b/output/0047.jpg
new file mode 100644
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diff --git a/output/0048.jpg b/output/0048.jpg
new file mode 100644
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diff --git a/output/output.csv b/output/output.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d8ac939a9629cb62396eb544c6667c4c052d24c
--- /dev/null
+++ b/output/output.csv
@@ -0,0 +1,42 @@
+0001,334,383,58,476
+0002,129,129,141,141
+0004,582,840,875,1168
+0005,880,900,177,213
+0006,497,761,167,365
+0007,402,867,549,767
+0008,655,712,35,203
+0009,69,653,187,607
+0010,129,579,56,191
+0011,69,228,74,243
+0012,435,824,131,405
+0013,213,221,87,598
+0015,292,331,310,749
+0016,548,958,519,978
+0017,225,419,1304,1638
+0019,608,746,215,632
+0020,502,642,381,593
+0022,573,606,352,782
+0023,522,743,111,173
+0024,297,460,1520,1852
+0025,368,503,430,656
+0026,477,574,344,770
+0027,59,603,364,1829
+0028,276,480,700,1036
+0029,314,445,440,763
+0030,526,664,339,696
+0031,516,666,730,1086
+0032,45,480,198,647
+0033,470,629,246,696
+0034,104,228,493,750
+0035,14,692,173,1091
+0036,436,689,428,846
+0037,24,167,87,199
+0038,127,167,98,131
+0039,111,111,715,715
+0040,115,122,711,718
+0043,95,160,290,919
+0044,96,143,30,310
+0045,57,157,231,336
+0047,135,182,56,282
+0048,14,135,27,768
+0049,79,133,185,201
diff --git a/runIOU.m b/runIOU.m
new file mode 100644
index 0000000000000000000000000000000000000000..c1e9903c307692bd7651baab31c86b73ba99f75e
--- /dev/null
+++ b/runIOU.m
@@ -0,0 +1 @@
+iou
\ No newline at end of file
diff --git a/untitled.m b/untitled.m
index cdc0e6872c95b7b0ff93556ab474aeadf60f7334..b5057249440281962c20ea8c0fe5e69c98dc21e8 100644
--- a/untitled.m
+++ b/untitled.m
@@ -1,6 +1 @@
-test = imread('Berggylte_test1.jpg');
-I = rgb2gray(test);
-tihi = detectSURFFeatures(I, 'MetricThreshold',100,'NumScaleLevels',5);
-
-imshow(I); hold on;
-plot(tihi.selectStrongest(300));
\ No newline at end of file
+A = area(polyin)
\ No newline at end of file