dini15 commited on
Commit
a11c512
·
verified ·
1 Parent(s): 7ae941f

Update eda.py

Browse files
Files changed (1) hide show
  1. eda.py +3 -2
eda.py CHANGED
@@ -70,7 +70,8 @@ def run():
70
  st.pyplot(plt)
71
  plt.clf()
72
 
73
- st.write("Insight: No significant color difference was found across skin types.")
 
74
 
75
  # EDA 2: Texture Analysis (LBP)
76
  st.write("### EDA 2: Texture Analysis (LBP)")
@@ -120,7 +121,7 @@ def run():
120
  st.pyplot(plt)
121
  plt.clf()
122
 
123
- st.write("Insight: Pores and spot distribution varies across skin types.")
124
 
125
  if __name__ == "__main__":
126
  run()
 
70
  st.pyplot(plt)
71
  plt.clf()
72
 
73
+ st.write("Insight: From the results of the analysis above, we can conclude that there are no significant differences in the color spectrum that dominates a particular skin type.
74
+ This could be due to non-standardized image capture so that much of the data is biased due to camera light")
75
 
76
  # EDA 2: Texture Analysis (LBP)
77
  st.write("### EDA 2: Texture Analysis (LBP)")
 
121
  st.pyplot(plt)
122
  plt.clf()
123
 
124
+ st.write("Insight: From the results of the analysis above, it can be concluded that normal skin types tend to have more pores and spots compared to other skin types. The order of skin types that have lots of spots and pores: 1. Normal Skin, 2. Oily Skin, 3. Dry Skin")
125
 
126
  if __name__ == "__main__":
127
  run()