Skip to content

README.md

Latest commit

 

History

History
52 lines (37 loc) · 2 KB

README.md

File metadata and controls

52 lines (37 loc) · 2 KB
Raw

🖼️ JavaFX Tile-Based Image Processing

A JavaFX desktop application that demonstrates tile-based image processing.
It loads an image, splits it into smaller tiles, applies filters (e.g., grayscale), and progressively renders them on a JavaFX canvas.

✨ Features

  • 📂 Load images (JPG/PNG) into the app
  • 🎨 Apply filters: grayscale, color transforms, custom effects
  • 🧩 Tile-based processing: split images into chunks for efficient rendering
  • ⚡ Progressive rendering: render tiles step by step on JavaFX canvas
  • 🛠️ Easily extendable: add custom filters
  • 🔄 Concurrent processing: utilize multiple threads for performance boost

🧠 Concepts Used

🔹 Core Java

  • Streams API → functional, concise tile iteration
  • Multithreading & Concurrency → parallel tile processing with safe coordination
  • AWT + BufferedImage → low-level pixel manipulation

🔹 JavaFX

  • Canvas-based rendering → draw and update tiles efficiently
  • Scene Graph management → structured UI
  • Event-driven architecture → interactive image processing

🔹 Low-Level Design (LLD)

  • Interface-driven design → ImageFilter abstraction for filters
  • Singleton pattern → centralized DrawMultipleImagesOnCanvas manager
  • Separation of Concerns → I/O, Filters, Processing, and Rendering in distinct modules

🔹 LLM-Assisted Development

  • Prompt Engineering → refining filters & debugging rendering issues
  • LLM Pair Programming → guided modular design (ImageData, ImageProcessor)
  • Human + AI Feedback Loop → iterative testing and debugging with AI assistance

🛠️ Tech Stack

  • ☕ Java 21+
  • 🎨 JavaFX 21 LTS
  • 📦 Maven / Gradle (build tool)
  • 🖼️ AWT + BufferedImage for pixel-level processing

This project demonstrates combining modern JavaFX UI with high-performance tile-based image processing, making it easy to extend and optimize.