Merge branch 'master' of https://github.com/gautam-dev-maker/Image_Pr…

…ocessing

README.md

@@ -5,6 +5,45 @@ The following operations have been performed mainly using only Numpy and Pillow
 ### 1. Image Rotation
 
 The image can be rotated by any angle bound or inbound.
-|<img width="640" height="450" src="https://github.com/SRA-VJTI/practice-assignments/blob/master/Image-Processing/assets/rotate.png">| 
+|<img width="640" height="450" src="https://github.com/gautam-dev-maker/Image_Processing/blob/master/1.Image_Rotation/rotate.png">| 
 |:---:|
 |Input Image|
+
+**Output**
+|<img width="600" height="322" src="https://github.com/gautam-dev-maker/Image_Processing/blob/master/1.Image_Rotation/rotated_without_bound.png">|<img width="640" height="450" src="https://github.com/gautam-dev-maker/Image_Processing/blob/master/1.Image_Rotation/rotated_with_bound.png">|
+|:---:|:---:|
+|No Bound|Bound|
+
+### 2. Applying Kernels
+
+Applying 5X5 filters to do the following task
+1. Blurring 
+2. Sharpening
+
+|<img width="446" height="447" src="https://github.com/gautam-dev-maker/Image_Processing/blob/master/2.Applying_Kernels/test_sharpen.png">|
+|:---:|
+|Input Image|
+
+**Output**
+|<img width="640" height="450" src="https://github.com/gautam-dev-maker/Image_Processing/blob/master/2.Applying_Kernels/result_box_blur.png">|<img width="640" height="450" src="https://github.com/gautam-dev-maker/Image_Processing/blob/master/2.Applying_Kernels/result_blur.png">|<img width="640" height="450" src="https://github.com/gautam-dev-maker/Image_Processing/blob/master/2.Applying_Kernels/result_sharpen.png">|
+|:---:|:---:|:---:|
+|Box Filter|Gaussian Filter|Sharpen|
+
+### 3. Edge Detection
+Applying Edge Detection in following sequence 
+1. Vertical edge detection
+2. Horizontal edge detection
+3. Sobel edge detection (right, left, top, bottom)
+4. Canny edge detection  
+
+|<img width="602" height="452" src="https://github.com/gautam-dev-maker/Image_Processing/blob/master/3.Edge_Detection/edge-detection1.png">|
+|:---:|
+|Input Image|
+
+**Output**
+|<img width="602" height="452" src="https://github.com/gautam-dev-maker/Image_Processing/blob/master/3.Edge_Detection/result_verical_edge.jpg">|<img width="602" height="452" src="https://github.com/gautam-dev-maker/Image_Processing/blob/master/3.Edge_Detection/result_horizontal_edge.jpg">|
+|:---:|:---:|
+|Vertical Edge Detection|Horizontal Edge Detection|
+|<img width="602" height="452" src="https://github.com/gautam-dev-maker/Image_Processing/blob/master/3.Edge_Detection/result_sobel.jpg">|<img width="602" height="452" src="https://github.com/gautam-dev-maker/Image_Processing/blob/master/3.Edge_Detection/result_canny.jpg">|
+|Sobel Edge Detection|Canny Edge Detection|
+