diff --git a/R/520.R b/R/520.R
new file mode 100644
index 000000000..d660d1ec1
--- /dev/null
+++ b/R/520.R
@@ -0,0 +1,47 @@
+
+# Required libraries
+library("OpenImageR")
+
+
+
+AugmentImage<- function(inputdir=".",outputdir="."){
+    t<- NULL
+    t<- data.frame('title'= list.files(inputdir))
+    
+    for   (i in 1:nrow(t)) {
+      path <- paste(t$title[i])
+      im <- readImage(gsub(" ", "",paste(inputdir,path)))
+      
+      im1 <- rgb_2gray(im)
+      writeImage(im1, file_name = gsub(".jpg","_T01.jpg",paste(outputdir,path ))) 
+      
+      im2 <- flipImage(im, mode = 'horizontal')
+      writeImage(im2, file_name = gsub(".jpg","_T02.jpg",paste(outputdir,path )))
+
+      im3 <- flipImage(im, mode = 'vertical')
+      writeImage(im3, file_name = gsub(".jpg","_T03.jpg",paste(outputdir,path )))
+
+      im4 <- edge_detection(im, method = 'Frei_chen', conv_mode = 'same')
+      writeImage(im4, file_name = gsub(".jpg","_T04.jpg",paste(outputdir,path )))
+
+      im5 <- image_thresholding(im, thresh = 0.5)
+      writeImage(im5, file_name = gsub(".jpg","_T05.jpg",paste(outputdir,path )))
+
+      im6 <- gamma_correction(im, gamma = 2)
+      writeImage(im6, file_name = gsub(".jpg","_T06.jpg",paste(outputdir,path )))
+
+      im7 <- ZCAwhiten(im, k = 20, epsilon = 0.1)
+      writeImage(im7, file_name = gsub(".jpg","_T07.jpg",paste(outputdir,path )))
+
+      im8 <- delationErosion(im, Filter = c(8,8), method = 'delation')
+      writeImage(im8, file_name = gsub(".jpg","_T08.jpg",paste(outputdir,path )))
+
+      im9 <- down_sample_image(im, factor = 2.5, gaussian_blur = TRUE)
+      writeImage(im9, file_name = gsub(".jpg","_T09.jpg",paste(outputdir,path )))
+
+      im10 <- uniform_filter(im, size = c(4,4), conv_mode = 'same')
+      writeImage(im10, file_name = gsub(".jpg","_T10.jpg",paste(outputdir,path )))
+    }
+
+}
+
diff --git a/data/legend.csv b/data/legend.csv
index d8f132f88..f56f82ea5 100644
--- a/data/legend.csv
+++ b/data/legend.csv
@@ -6174,3 +6174,203 @@ JN721,Lindsey_Graham_0002.jpg,neutral
 JN721,LK_Advani_0001.jpg,surprise
 JN721,LK_Advani_0002.jpg,neutral
 JN721,LK_Advani_0003.jpg,surprise
+520,angry0001.jpg,anger
+520,angry0002.jpg,anger
+520,angry0003.jpg,anger
+520,angry0004.jpg,anger
+520,angry0005.jpg,sadness
+520,BernieSanders00001.jpg,happiness
+520,BernieSanders00002.jpg,happiness
+520,BernieSanders00003.jpg,neutral
+520,BernieSanders00004.jpg,happiness
+520,BernieSanders00006.jpg,happiness
+520,BernieSanders00007.jpg,anger
+520,BernieSanders00008.jpg,neutral
+520,BernieSanders00010.jpg,neutral
+520,bush0001.jpg,happiness
+520,bush0002.jpg,neutral
+520,bush0003.jpg,neutral
+520,bush0004.jpg,happiness
+520,bush0005.jpg,neutral
+520,bush0006.jpg,neutral
+520,bush0007.jpg,surprise
+520,bush0008.jpg,neutral
+520,bush0009.jpg,neutral
+520,bush0010.jpg,neutral
+520,clinton0001.jpg,happiness
+520,clinton0002.jpg,happiness
+520,clinton0003.jpg,happiness
+520,clinton0004.jpg,happiness
+520,clinton0005.jpg,neutral
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+520,clinton0007.jpg,neutral
+520,clinton0008.jpg,happiness
+520,clinton0009.jpg,happiness
+520,clinton0010.jpg,surprise
+520,clinton0011.jpg,happiness
+520,clinton0012.jpg,happiness
+520,clinton0013.jpg,neutral
+520,clinton0014.jpg,neutral
+520,clinton0015.jpg,happiness
+520,clinton0016.jpg,neutral
+520,clinton0017.jpg,surprise
+520,clinton0018.jpg,fear
+520,clinton0019.jpg,neutral
+520,clinton0020.jpg,happiness
+520,EnriquePenaNieto0001.jpg,neutral
+520,EnriquePenaNieto0002.jpg,happiness
+520,EnriquePenaNieto0003.jpg,happiness
+520,EnriquePenaNieto0004.jpg,neutral
+520,EnriquePenaNieto0005.jpg,neutral
+520,EnriquePenaNieto0006.jpg,neutral
+520,EnriquePenaNieto0007.jpg,neutral
+520,EnriquePenaNieto0008.jpg,neutral
+520,EnriquePenaNieto0009.jpg,neutral
+520,EnriquePenaNieto0010.jpg,happiness
+520,JustinTrudeau0001.jpg,happiness
+520,JustinTrudeau0002.jpg,happiness
+520,JustinTrudeau0003.jpg,neutral
+520,JustinTrudeau0004.jpg,happiness
+520,JustinTrudeau0005.jpg,neutral
+520,JustinTrudeau0006.jpg,happiness
+520,JustinTrudeau0007.jpg,neutral
+520,JustinTrudeau0008.jpg,neutral
+520,JustinTrudeau0009.jpg,happiness
+520,JustinTrudeau0010.jpg,neutral
+520,Obama0001.jpg,happiness
+520,Obama0002.jpg,happiness
+520,Obama0003.jpg,neutral
+520,Obama0004.jpg,neutral
+520,Obama0005.jpg,neutral
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+520,Obama0008.jpg,happiness
+520,Obama0009.jpg,neutral
+520,Obama0010.jpg,neutral
+520,TedCruz0001.jpg,happiness
+520,TedCruz0002.jpg,happiness
+520,TedCruz0003.jpg,happiness
+520,TedCruz0004.jpg,sadness
+520,TedCruz0005.jpg,neutral
+520,TedCruz0006.jpg,happiness
+520,TedCruz0007.jpg,neutral
+520,TedCruz0008.jpg,neutral
+520,TedCruz0009.jpg,sadness
+520,TedCruz0010.jpg,happiness
+520,Trump0001.jpg,happiness
+520,Trump0003.jpg,anger
+520,Trump0004.jpg,sadness
+520,Trump0005.jpg,neutral
+520,Trump0006.jpg,neutral
+520,Trump0007.jpg,neutral
+520,Trump0008.jpg,neutral
+520,Trump0010.jpg,happiness
+520,Trump0011.jpg,neutral
+520,Trump0012.jpg,anger
+520,Trump0013.jpg,happiness
+520,Trump0014.jpg,happiness
+520,Trump0015.jpg,happiness
+520,Trump0017.jpg,happiness
+520,Trump0018.jpg,happiness
+520,Trump0019.jpg,neutral
+520,Trump0020.jpg,happiness
+520,BenSilbermann0001.jpg,happiness
+520,BenSilbermann0002.jpg,happiness
+520,BenSilbermann0003.jpg,neutral
+520,BenSilbermann0004.jpg,neutral
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+520,BenSilbermann0006.jpg,neutral
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+520,BenSilbermann0010.jpg,neutral
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+520,DavidKarp0003.jpg,neutral
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+520,DavidKarp0007.jpg,neutral
+520,DavidKarp0008.jpg,neutral
+520,DavidKarp0009.jpg,neutral
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+520,EvanSpeigel0001.jpg,happiness
+520,EvanSpeigel0002.jpg,disgust
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+520,EvanSpeigel0004.jpg,happiness
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+520,EvanSpeigel0006.jpg,happiness
+520,EvanSpeigel0007.jpg,neutral
+520,EvanSpeigel0008.jpg,neutral
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+520,EvanSpeigel0010.jpg,neutral
+520,JackDorsey0001.jpg,neutral
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+520,JanKoum0001.jpg,happiness
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+520,KevinSystrom0001.jpg,neutral
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+520,MarkZuckerberg0001.jpg,happiness
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