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Different Image Processing Techniques for JPEG, PNG, TIF and WEBP

Python 100.00%
algorithm comparison gui image-processing jpeg png pyqt5 pyqt5-desktop-application python tiff webp

image-compression's Introduction

Image Compression Tool

An image compression tool built using Python and PyQt5 that allows users to compress images using various techniques for different image formats.

Features

  • Supports compression of images in JPEG, TIFF, PNG, and WebP formats.
  • Provides different compression techniques tailored to each format.
  • Allows users to load an image, view the original and compressed versions, and compare the results.
  • Dark-themed user interface for a pleasant user experience.

Getting Started

These instructions will help you get a copy of the project up and running on your local machine.

Prerequisites

Make sure you have the following installed on your system:

  • Python 3.x
  • PyQt5
  • OpenCV (for image compression)
  • Pillow (PIL, for image handling)

You can install the required Python packages using pip:

pip install PyQt5 opencv-python-headless pillow

Installation

Clone the repository to your local machine:

git clone https://github.com/yourusername/image-compression-tool.git
cd image-compression-tool

Run the application:

python DIP.py

Usage

  • Launch the application and click the "Load Image" button to select an image file.
  • The application will display the original image and compressed versions using different techniques for various formats.
  • Explore the different compression techniques and their effects on image quality and file size.

image-compression's People

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