Update pages/7_Unstructured_data.py

pages/7_Unstructured_data.py

@@ -96,9 +96,25 @@ file_type = st.sidebar.radio(
 if file_type == "IMAGE":
     st.title("Image 🖼️")
     st.markdown("""
-    Images - A form of Unstructured data since they have no well defined Pattern or Structures. 
-    Images can do contain certain patterns, objects that can be used to recognize, classify, and predict few emotions and information.
+    - Image is a 2D representation of a visible light spectrum which is collection of wavelength values
+    - Image in unstructured data refers to a visual file that lacks a predefined format or schema for its content
+    - Its information, such as shapes, colors, or objects, is not inherently organized for traditional databases typically requires specialized tools or algorithms (like image processing or machine learning) to extract meaningful insights.
     """,unsafe_allow_html=True)
+    st.header('*How an image is formed*')
+    st.subheader('''*Source of light*''')
+    st.markdown('''
+    - 2D grid like structure which is divided by horizontal and vertical lines
+    - Every grid is pixel
+    - Every pixel is a feature and the information can be shapes, patterns, color
+    - Height * width = pixels
+    ''')
+    st.markdown('''
+    - As no.of rows , columns or height and width increases --> pixel increases 
+    - As pixel increases there is more information  --> gives higher clarity
+    - As resolution increases --> clarity of pixels increases
+    - Every single image is considered as a data point and each grid or pixel is a feature
+    - Tabular structure and grid like structure has similar structure but different in interpretation
+    ''')
 
     st.sidebar.header("Explore Image Data ✨")
     data_type1 = st.sidebar.radio("Select Information", ["Image Information","Basic Operations", "Color Space"