In built Preprocessing module for both images and text data

🚨🚨 Feature Request

• Related to an existing Issue
• A new implementation (Improvement, Extension)

Is your feature request related to a problem?

When a user going to upload the data user need to use third-party libraries to process the data like for image skimage or PIL like this instead of that creating of inbuilt hub preprocessing module can be helpful

If your feature will improve HUB

Only one package to upload data, data preprocessing, so this feature makes hub handy to the user .

Description of the possible solution

A submodule in hub for use something like hub.preprocessing and it looks like this…

class PreProcessing:
         def __init__(self,data):
              pass
         def ImageReadingBatch(self,path_to_image_dir):
             pass
         def ImageFilters(image,filters_choice=None):
            pass

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Obviously it’s a great idea to work together.

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@mynameisvinn @davidbuniat after finishing from CSV I will start working on this.