Update pages/Data Collection.py

pages/Data Collection.py

@@ -1332,6 +1332,54 @@ elif st.session_state.current_page == "image_transformations":
         "https://huggingface.co/spaces/LakshmiHarika/MachineLearning/resolve/main/Images/affine_transformations.png",
         use_container_width=True)
 
+    # Explanation for Translation
+    st.markdown("""
+        <h3 style="color: #9400d3;">Translation</h3>
+    """, unsafe_allow_html=True)
+    
+    st.write("""
+    **Translation** involves moving an image from one location to another along the x-axis, y-axis, or both. It adjusts the position of the image on the canvas without modifying its original content.
+    
+    The transformation is performed using a translation matrix:
+    """)
+
+    st.write("""
+    The translation matrix is represented as:
+
+    [[1, 0, tx], [0, 1, ty]]
+
+        
+    Here:
+    - **tx**: Specifies the shift along the x-axis (horizontal axis).
+    - **ty**: Specifies the shift along the y-axis (vertical axis).
+    
+    """)
+
+    st.code("""
+    # Load the image
+    img = cv2.imread('path_to_image.jpg')
+    
+    # Define translation parameters
+    tx = 100  # Shift 100 pixels along the x-axis
+    ty = 50   # Shift 50 pixels along the y-axis
+    
+    # Create the translation matrix
+    translation_matrix = np.array([[1, 0, tx], [0, 1, ty]], dtype=np.float32)
+    
+    # Apply translation
+    translated_img = cv2.warpAffine(img, translation_matrix, (300, 300))
+    
+    # Display the images
+    cv2.imshow("Original Image", img)
+    cv2.imshow("Translated Image", translated_img)
+    cv2.waitKey(0)
+    cv2.destroyAllWindows()
+    """, language="python")
+
+
+
+
+