old_contents: 
  import collections
  import numpy as np
  from guesswhat.statistics.abstract_plotter import *
  
  import seaborn as sns
  
  class SuccessPosition(AbstractPlotter):
      def __init__(self, path, games, logger, suffix):
          super(SuccessPosition, self).__init__(path, self.__class__.__name__, suffix)
          x_bin = 7
          y_bin = 7
  
          success_sum = np.zeros((x_bin+1, y_bin+1))
          total_sum = np.zeros((x_bin+1, y_bin+1))
  
          for game in games:
  
              bbox = game.object.bbox
              picture = game.picture
  
              x = int(bbox.x_center / picture.width * x_bin)
              y = int(bbox.y_center / picture.height * y_bin)
  
              total_sum[x][y] += 1.0
  
              if game.status == "success":
                  success_sum[x][y] += 1.0
  
          ratio = 1.0 * success_sum / total_sum
  
  
          sns.set(style="whitegrid")
  
  
          # Draw the heatmap with the mask and correct aspect ratio
          f = sns.heatmap(ratio, robust=True, linewidths=.5, cbar_kws={"label" : "% Success"}, xticklabels=False, yticklabels=False)
          f.set_xlabel("normalized image width", {'size':'14'})
          f.set_ylabel("normalized image height", {'size':'14'})
          f.legend(loc="upper left", fontsize='x-large')
  
  
  
  
new_contents: 
  import collections
  import numpy as np
  from guesswhat.statistics.abstract_plotter import *
  
  import seaborn as sns
  
  class SuccessPosition(AbstractPlotter):
      def __init__(self, path, games, logger, suffix):
          super(SuccessPosition, self).__init__(path, self.__class__.__name__, suffix)
          x_bin = 7
          y_bin = 7
  
          success_sum = np.zeros((x_bin+1, y_bin+1))
          total_sum = np.zeros((x_bin+1, y_bin+1))
  
          for game in games:
  
              bbox = game.object.bbox
              picture = game.image
  
              x = int(bbox.x_center / picture.width * x_bin)
              y = int(bbox.y_center / picture.height * y_bin)
  
              total_sum[x][y] += 1.0
  
              if game.status == "success":
                  success_sum[x][y] += 1.0
  
          ratio = 1.0 * success_sum / total_sum
  
  
          sns.set(style="whitegrid")
  
  
          # Draw the heatmap with the mask and correct aspect ratio
          f = sns.heatmap(ratio, robust=True, linewidths=.5, cbar_kws={"label" : "% Success"}, xticklabels=False, yticklabels=False)
          f.set_xlabel("normalized image width", {'size':'14'})
          f.set_ylabel("normalized image height", {'size':'14'})
          f.legend(loc="upper left", fontsize='x-large')
  
  
  
  
subject: enable to plot key figures for dataset or genrated games