image-processing-jvlc 0.0.2

Image Processing Package using Skimage

image-processing-jvlc

Description

The image-processing-jvlc package provides tools for image processing, including operations for adjustment and visualization. The package’s main functionalities include:

Main Features

• Histogram Matching: Matches the histogram of an image to that of another image.
• Structural Similarity: Computes the structural similarity between two images, ideal for detailed comparisons.
• Resize Image: Resizes images to specified dimensions.

Utilities

• Read Image: Loads an image from a file.
• Save Image: Saves the processed image to a file.
• Plot Image: Displays an image.
• Plot Result: Compares and displays images side-by-side.
• Plot Histogram: Shows the histogram of an image for pixel distribution analysis.

Installation

Use the package manager pip to install image-processing-jvlc:

pip install -i https://test.pypi.org/simple/ image-processing-jvlc==0.0.1

Usage

• Here’s an example of how to use the package to resize an image and display the result:

from image_processing_jvlc.processing import transformation
from image_processing_jvlc.utils import io, plot

# Load an image
image = io.read_image("path/to/image.jpg")

# Resize the image
resized_image = transformation.resize_image(image, (200, 200))

# Display the original and resized images
plot.plot_image(image, title="Original Image")
plot.plot_image(resized_image, title="Resized Image")

Author

João Vitor Leal de Castro

License

This project is licensed under the MIT license.

MIT