Image Preprocessing

[Dv04]

Description:

Implement image preprocessing to enhance the quality and ensure consistent input for the CNN model. This includes resizing, thresholding, and potentially augmenting the images to increase the dataset size.

Tasks:

• Implement resizing to ensure consistent image dimensions.
• Apply thresholding to enhance text visibility.
• Explore image augmentation techniques to expand the dataset.
• Document the preprocessing steps and any external libraries used in the repository.

[Ayushlion8]

Hey, I am interested in doing this issue:)

[Dv04]

@Ayushlion8 Glad to have you with us.

[Ayushlion8]

Hey, I've some doubts regarding resolving this issue-:

Do I have to create one separate file and download a image dataset for doing all kinds of preprocessing?

[Dv04]

Do I have to create one separate file and download a image dataset for doing all kinds of preprocessing?

Hey @Ayushlion8, You will first have to find a dataset for 16 segment display and after that, yes you can either create a new file or this python file Correction.py

[Ayushlion8]

@Dv04 could you please guide me regarding the dataset for I am still not cleared At max. I am able to find these images: