alchemycv 1.0.0

An advanced, all-in-one image processing and computer vision tool with a comprehensive GUI built in Python.

AlchemyCV - Advanced Computer Vision Tool

AlchemyCV is a powerful desktop application built with Python. It provides a comprehensive suite of tools for real-time image processing, enhancement, filtering, and analysis.

Features

• Multi-Stage Processing Pipeline: Apply filters in a logical order: Pre-processing, Enhancement, Frequency Filtering, Masking, and Refinement.
• Rich Filter Library: Includes Gaussian/Median/Bilateral blurs, Histogram Equalization, CLAHE, Fourier transforms (LPF/HPF), color space filtering (HSV, Lab), thresholding, and more.
• Advanced Masking: Generate binary masks from color or grayscale ranges, or use edge detection algorithms like Canny, Sobel, and Prewitt.
• Contour Analysis: Automatically detect, count, and draw contours on objects in the image based on area.
• Interactive UI:
  • Real-time parameter adjustment with sliders and dropdowns.
  • Zoom and Pan the image display with mouse controls.
  • Status bar showing image dimensions and mouse coordinates.
  • Informative tooltips for key controls.
• Session Management: Save and load your complex filter settings to a JSON file.

Installation

AlchemyCV is designed to be run from a Python virtual environment.

1. Clone the Repository:

git clone https://github.com/kouya-marino/AlchemyCV.git
cd AlchemyCV