First, classify warm/cool and then decide spring/fall or summer/winter

@@ -6,7 +6,7 @@ from getjson import GetJson
 import imutils
 from colormath.color_objects import LabColor, sRGBColor
 from colormath.color_conversions import convert_color
-'''
+
 # 이성경(res/lees.jpg) dominant colors by order of histogram
 # skin, hair, eye 순서
 lsk_rgb = [[222.5, 201.4, 188.9], [138.6, 98.4, 55.0], [159.8, 115.8, 61.7]]
@@ -18,6 +18,7 @@ for color in lsk_rgb:
 
 getJson = GetJson()
 C = getJson.get_standard('res/standard.json')
+print(C)
 
 tone_analysis = ToneAnalysis()
 
@@ -27,12 +28,26 @@ spring = 0
 summer = 1
 fall = 2
 winter = 3
+result_prob = []
+for season in range(4):
+    result_prob.append(format(tone_analysis.probability(lsk_lab, season, C, a),".2f"))
 print("이성경")
-print("봄   : ", format(tone_analysis.probability(lsk_lab, spring, C, a),".2f"), "%")
-print("여름 : ", format(tone_analysis.probability(lsk_lab, summer, C, a),".2f"), "%")
-print("가을 : ", format(tone_analysis.probability(lsk_lab, fall, C, a),".2f"), "%")
-print("겨울 : ", format(tone_analysis.probability(lsk_lab, winter, C, a),".2f"), "%")
+print("봄   : ", result_prob[spring], "%")
+print("여름 : ", result_prob[summer], "%")
+print("가을 : ", result_prob[fall], "%")
+print("겨울 : ", result_prob[winter], "%")
 print("******************")
+if(tone_analysis.is_warm(lsk_lab)):
+    if(result_prob[spring] >= result_prob[fall]):
+        print("봄 웜톤")
+    else:
+        print("가을 웜톤")
+else:
+    if(result_prob[summer] >= result_prob[winter]):
+        print("여름 쿨톤")
+    else:
+        print("겨울 웜톤")
+
 '''
 # Set paths
 image = "res/lees.jpg"
@@ -54,7 +69,6 @@ l_eye = df.extract_face_part(df.left_eye)
 l_cheek = df.cheek_img[0]
 r_cheek = df.cheek_img[1]
 
-
 # Create an DominantColors instance on left cheek image
 clusters = 5
 lc_dc = DominantColors(l_cheek, clusters)
@@ -86,7 +100,25 @@ dc_re.plotHistogram()
 hair_img = "res/lees_hair.jpg"
 img = cv2.imread(hair_img)
 resized_img = imutils.resize(img, width = 100)
-clusters = 5
+clusters = 6
 dc_hair = DominantColors(resized_img, clusters)
 colors = dc_hair.dominantColors()
+print("hair")
 dc_hair.plotHistogram()
+
+skin = DominantColors(df.cheek_img[0], clusters = 5)
+skin_colors = list(skin.dominantColors()[0])
+hair = DominantColors(resized_img, clusters = 6)
+hair_colors = list(hair.dominantColors()[0])
+eye = DominantColors(l_eye, clusters = 6)
+eye_colors = list(eye.dominantColors()[0])
+#skin_colors2 = list(skin.plotHistogram())
+print("종윤님코드")
+print(skin_colors)
+print(hair_colors)
+print(eye_colors)
+print(" ")
+print("descending order")
+#print(skin_colors2)
+print(" ")
+'''