Added FeatureVectors class

Author: Defcon27

FeatureVectors.py

@@ -0,0 +1,31 @@
+import numpy as np
+
+
+class FeatureVectors():
+
+    def __init__(self, image):
+        self.image = image
+
+    def __getMeanIntensity(self):
+        meanIntensity = []
+        for channel in range(3):
+            channel_mean = np.average(self.image[:, :, channel])
+            meanIntensity.append(round(channel_mean, 5))
+
+        return meanIntensity
+
+    def __getStdIntensity(self):
+        stdIntensity = []
+        for channel in range(3):
+            channel_std = np.std(self.image[:, :, channel])
+            stdIntensity.append(round(channel_std, 5))
+
+        return stdIntensity
+
+    def getFeatureVector(self):
+        featureVectors = []
+        meanIntensity = self.__getMeanIntensity()
+        stdIntensity = self.__getStdIntensity()
+
+        featureVectors = meanIntensity+stdIntensity
+        return featureVectors