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klarEDA / klar-EDA

A python library for automated exploratory data analysis
https://klareda.github.io/klar-EDA/
MIT License
17 stars 22 forks source link

Restructure the image preprocessing module to provide submodules #22

Open harshasridhar opened 3 years ago

harshasridhar commented 3 years ago

Is your feature request related to a problem? Please describe.

Image preprocessing is a broad umbrella which encompasses various kind of techniques, which can be grouped into a submodule. It is always good to segregate related functionalities into a submodule, gives a good user experience as well

Describe the solution you'd like

The module can be divided into sub-modules such as transformation(pixel brightness, geometric), filtering(spatial, frequency), segmentation(edge-based, region-based), morphology(binary, grayscale) and so on.

Input

Raw image

Output

Preprocessed image

Note

The use of standard python libraries is highly recommended.

Ask149 commented 3 years ago

Hi @harshasridhar, let us discuss this in the weekly meeting.

Shankhanil commented 3 years ago

Cool, the issue seems pretty detailed in itself @harshasridhar . I would like to begin work on it.

Ask149 commented 3 years ago

Thank you @Shankhanil for your interest. Could you please drop an email on contact.klareda@gmail.com, before moving further with this issue?

Ask149 commented 3 years ago

@Shankhanil Do let us know if you are facing issues resolving the conflicts. Join here for further correspondence.