Update README.md

Author: TechyNilesh

README.md

@@ -35,7 +35,7 @@ There are three important classes you need to load **LoadData** - for data loadi
 
 ```python
 # Importing the proper classes
-from DeepImageSearch import Index,LoadData,SerachImage
+from DeepImageSearch import Index,LoadData,SearchImage
 ```
 
 #### 2. Loading the Images Data
@@ -44,9 +44,9 @@ For loading the images data we need to use the **LoadData** object, from there w
 
 ```python
 # load the Images from the Folder (You can also import data from multiple folders in python list type)
-image_list = LoadData.from_folder(['images','wiki-images'])
+image_list = LoadData().from_folder(['images','wiki-images'])
 # Load data from CSV file
-image_list = LoadData.from_csv(csv_file_path='your_csv_file.csv',images_column_name='column_name)
+image_list = LoadData().from_csv(csv_file_path='your_csv_file.csv',images_column_name='column_name)
 ```
 ### 3. Indexing and Saving The File in Local Folder
 
@@ -62,28 +62,28 @@ Searching operation is performed by the following method:
 
 ```python
 # for searching, you need to give the image path and the number of the similar image you want
-SerachImage.get_similar_images(image_path=image_list[0],number_of_images=5)
+SerachImage().get_similar_images(image_path=image_list[0],number_of_images=5)
 ```
 you can also plot some similar images for viewing purpose by following the code method:
 
 ```python
 # If you want to plot similar images you can use this method, It will plot 16 most similar images from the data index
-SerachImage.plot_similar_images(image_path = image_list[0])
+SerachImage().plot_similar_images(image_path = image_list[0])
 ```
 
 ## Complete Code
 
 ```python
 # Importing the proper classes
-from DeepImageSearch import Index,LoadData,SerachImage
+from DeepImageSearch import Index,LoadData,SearchImage
 # load the Images from the Folder (You can also import data from multiple folder in python list type)
-image_list = LoadData.from_folder(['images','wiki-images'])
+image_list = LoadData().from_folder(['images','wiki-images'])
 # For Faster Serching we need to index Data first, After Indexing all the meta data stored on the local path
 Index(image_list).Start()
 # for searching you need to give the image path and the number of similar image you want
-SerachImage.get_similar_images(image_path=image_list[0],number_of_images=5)
+SerachImage().get_similar_images(image_path=image_list[0],number_of_images=5)
 # If you want to plot similar images the you can use this method, It will plot 16 most similar images from the data index
-SerachImage.plot_similar_images(image_path = image_list[0])
+SerachImage().plot_similar_images(image_path = image_list[0])
 ```
 
 ## License