graphs look much better now

WorkingPyDemo.py

@@ -204,7 +204,8 @@ def make_dictionary(tiff_image_path_list, num_bins=4, difference = True):
         # plt.ylabel('Frequency')
         # plt.title('Histogram of Pixel Values')
         # plt.show()
-        bins = [21,32,48]
+        
+        bins = [29,44,67]
         # get the boundary 
         boundary = np.hstack((image_array[0,:],image_array[-1,:],image_array[1:-1,0],image_array[1:-1,-1]))
         
@@ -289,7 +290,7 @@ def huffman(tiff_image_path, num_bins=4, difference = True):
     # get the image_as_array, etc
     image_as_array, diff, error= predict_pix(tiff_image_path, difference)
     
-    bins = [21,32,48]
+    bins = [29,44,67]
     # get the boundary 
     boundary = np.hstack((image_as_array[0,:],image_as_array[-1,:],image_as_array[1:-1,0],image_as_array[1:-1,-1]))
     
@@ -547,15 +548,16 @@ if __name__ == "__main__":
     scenes = file_extractor("images")
     images = image_extractor(scenes)
     newnamesforlater = []
-    list_dic, bins = make_dictionary(images, 4, False)
+    list_dic, bins = make_dictionary(images, 4, True)
     file_sizes_new = []
     file_sizes_old = []
-    # list_dic = np.load("first_dict.npy", allow_pickle="TRUE")
-    bins = [21,32,48]
+    # list_dic = np.load("first_dict.npy", allow_pickle="True")
+    bins = [29,44,67]
+    #otherbins = [21,32,48]
     np.save("first_dict.npy", list_dic)
-    for i in range(len(images)):
+    for i in np.random.choice(len(images), 10):
 
-        image, new_error, diff = huffman(images[i], 4, False)
+        image, new_error, diff = huffman(images[i], 4, True)
         encoded_string = encoder(new_error, list_dic, diff, bins)
         inletters = bitstring_to_bytes(encoded_string)
 
@@ -576,7 +578,7 @@ if __name__ == "__main__":
     file_sizes_new.append(os.path.getsize("first_dict.npy"))
     print(np.sum(file_sizes_new)/np.sum(file_sizes_old))
     # list_dic = np.load("first_dict.npy", allow_pickle="TRUE")
-    bins = [21,32,48]
+    bins = [29,44,67]
 
     # for i,item in enumerate(newnamesforlater):
     #     print(item)