// PORTFOLIO > PROJECT

Image Processing Suite

Histogram Analysis, Compression and Halftone Effects with Python

< DESCRIPTION />

A comprehensive image processing toolkit developed in Python that provides various digital image manipulation capabilities. This project showcases deep understanding of computer graphics, signal processing, and algorithmic optimization.

The suite includes histogram analysis for understanding image color distribution, various compression algorithms for reducing file sizes while maintaining quality, and artistic halftone effects that transform photographs into print-ready artwork.

Each feature is implemented with careful attention to mathematical precision and computational efficiency, making it suitable for both educational purposes and practical applications.

< TECHNOLOGIES />

PythonPillowNumPyJSON

< MAIN FEATURES />

  • Histogram analysis and equalization
  • Lossy and lossless image compression
  • Halftone and dithering effects
  • Batch processing capabilities
  • Custom filter creation
  • Export in multiple formats
VIEW ON GITHUB
Image Processing Suite preview
STATUSCOMPLETED
TYPEIMAGE
TECH STACK4 TECHNOLOGIES
</ IMAGE PROCESSING SUITE >