Update pages/Lifecycle of Machine Learning.py

pages/Lifecycle of Machine Learning.py

@@ -216,18 +216,63 @@ image.show()
 - Dimensionality Reduction and Feature Extraction
                 """
             )
+
+        elif format_selected == "VIDEO":
+            
+            st.subheader("VIDEO Data Format")
+            st.write("*What is it?*")
+            st.write(
+                "PNG,GIF,BNP,RAW videos,TIFF "
+                )
             
             
+            st.write("*How to Read VIDEO Files?*")
+            st.code(
+                
+                """
+            
+
+pip install opencv-python
+import cv2
+
+# Open the video file
+video_path = 'path_to_your_video.mp4'
+cap = cv2.VideoCapture(video_path)
+                """,
+                 language="python"
+                
+               
+            )
+
+
+
 
                 
+
+
             
-        
             
+            st.write("*Common Issues When Handling vdeo Files*")
             
-
+            st.write(
+                """
+- File not found or Corrupted.
+- Incompatible Codec or Format.
+- Performance Issues with Large Videos.
+- Frame Dropping or Skipping.
+                """
+            )
             
+            
+            
+            st.write("*How to Overcome These Errors/Issues?*")
+            st.write(
+                """
+-  Ensure Correct File Path and Handle Corrupted Files.
+- Install Missing Codecs or Use Supported Formats.
+- Optimize Performance for Large Videos
+- Control Frame Rate and Prevent Skipping
+                """
+            )
 
-
-    
-