mohd-minhal / texere

Introducing a Python package tailored for Digital Image Processing, featuring advanced image segmentation techniques such as threshold-based and edge-based methods. Moreover, the package includes functionality for text removal from images and the generation of mask images to facilitate subsequent image processing tasks.

Texere: A Powerful Image Processing Module

Texere is a Python package designed for Digital Image Processing, offering two primary functions: Text Removal from Images and Edge Marking. Additionally, it provides the capability to generate masks to support further image processing tasks.

Installation

You can easily install Texere using pip:

pip install texere

Usage

Removing Text from Images

from texere.purge import txt

# Replace 'image_path.jpg' with the path to your input image
modified_image, mask = txt('image_path.jpg', pixels=7, threshold=10)

# 'modified_image': image with text removed
# 'mask': binary image indicating text-removed regions
# Further processing using the 'mask' image can be performed

Marking Edges in Images

from texere.edges import mark

# Replace 'image_path.jpg' with the path to your input image
marked_image = mark('image_path.jpg', threshold=70)

# 'marked_image': image with marked edges
# You can further process or visualize the edges as needed

Example

Removing Text from Images

from texere.purge import txt
import cv2

# Replace 'input_image.jpg' with the path to your input image
modified_image, mask = txt('input_image.jpg', pixels=7, threshold=10)

# Save the modified image
cv2.imwrite('output_image.jpg', modified_image)

# Save the mask as a binary image for potential text area inpainting
cv2.imwrite('mask_image.jpg', mask)

Marking Edges in Images

from texere.edges import mark

# Replace 'input_image.jpg' with the path to your input image
marked_image = mark('input_image.jpg', threshold=70)

# Save the marked image
marked_image.save('marked_image.jpg')

Contributing

Contributions to Texere are encouraged! If you have ideas for improvements, bug fixes, or new features, please open an issue or submit a pull request on GitHub.

License

Texere is licensed under the MIT License - see the LICENSE file for details.