Update pages/7_Unstructured_data.py

pages/7_Unstructured_data.py

@@ -122,5 +122,58 @@ if file_type == "IMAGE":
         ''')
     elif data_type1 == "Color Space":
         st.header('**Color Space**')
+        st.markdown("""
+        There are 3 types of Color Spaces
+        <ul class="icon-bullet">
+            <li>Black & White Color Space </li>
+            <li>Gray Scale Color Space </li>
+            <li>RGB Color Space </li>
+        </ul>
+    """, unsafe_allow_html=True)
+        st.header('**Black & White Color Space**')
+        st.markdown('''
+        - It preserves only two colors which are **black(0) and white(1)**
+        - For converting image into numerical as the image is 2D format numpy is used
+        - Here there is no color preservation
+        - As image is represented in 0's and 1's which will be only in black and white in grid format
+        - To neglect the color preservation of black and white color space next gray scale is used
+        ''')
+        st.header('**Gray Scale Color Space**')
+        st.markdown('''
+        - It preserves total 256 colors which is [0 - 255] 
+        - Where 0 represent black and 255 represent white , [1 - 255] --> shades of grey color
+        - If the image is colored then the both gray scale and colorspace are not used
+        - Gray scale converts to different shades of gray
+        - Black and white converts to either black or white
+        ''')
+        st.header('**RGB Color Space**')
+        st.markdown('''
+        - While converting image to numerical it can't convert as it has 3 colors --> as it converts to 3D array
+        - There are 3 channels in RGB Color Space
+        - *Red Channel*
+        - *Green Channel*
+        - *Blue Channel*
+        ''')
+        st.subheader('**Red Channel**')
+        st.markdown('''
+        - It is 2D array which has [0 - 255]
+        - 0 means black and 255 is red , [0 - 255] between is shades of red
+        - Red channel is taken and kept at depth of 1 --> depth always represents color 
+        - As it is always constant
+        ''')
+        st.subheader('**Green Channel**')
+        st.markdown('''
+        - It is 2D array which has [0 - 255]
+        - 0 means black and 255 is green , [0 - 255] between is shades of green
+        - Red channel is taken and kept at depth of 2 --> depth always represents color 
+        - As it is always constant
+        ''')
+        st.subheader('**Blue Channel**')
+        st.markdown('''
+        - It is 2D array which has [0 - 255]
+        - 0 means black and 255 is blue , [0 - 255] between is shades of blue
+        - Red channel is taken and kept at depth of 3 --> depth always represents color 
+        - The combination of 3 chnnels give 3D array where depth represents color and it is always constant
+        ''')