Image-Compressor

Image Compressor Web App using K-means(Machine Learning)

ACCESS THE WEB APP HERE:

https://image-compressing.streamlit.app/

Example:

Image Compression App

This web application allows users to upload PNG images and compress them using a custom image compression algorithm implemented in Python.

Features

• Upload a PNG image for compression.
• Select the number of colors (centroids) to compress the image into.
• Adjust the number of iterations for the compression algorithm.
• View the original and compressed images.
• Receive feedback on successful compression or errors.

Libraries and Tools Used

• Streamlit: Used for building the interactive web application interface and hosting the project repository.
• PIL (Python Imaging Library): Used for image processing capabilities, such as opening and manipulating images.
• NumPy: Used for numerical computations, especially in the image compression algorithm.
• Python 3: Programming language used for development.

Installation

1. Clone the repository:

   git clone https://github.com/Daman2461/Image-Compressor.git