Photo Color Analyzer - Computer Vision Module

This module contains tools for analyzing images, particularly focusing on color analysis and clustering.

Structure

The module is organized into the following subfolders:

• imgAnalyzer: Contains classes for various image analysis tasks, including:
  • COCO: Interacts with the COCO dataset.
  • ImageAnalyzer: Compares and analyzes images.
  • ImageCluster: Clusters images based on color.
  • ImageProcessor: Performs various image processing tasks.
• img: Stores images used for analysis or testing.
• output: Holds the results of the analysis.

Usage

1. Install the required libraries listed in requirements.txt using:

   pip install -r requirements.txt

2. Use the provided classes and functions to analyze images. For example, to cluster an image based on color:

   from imgAnalyzer import ImageCluster
   
   clusterer = ImageCluster("path/to/your/image.jpg")
   clusterer.cluster(n_clusters=5)
   clusterer.save_plots()

Examples

See the individual files within the imgAnalyzer subfolder for example usage of each class.

Contributing

Feel free to contribute to this module by adding new features, improving existing code, or providing more comprehensive documentation.

License

This module is licensed under the MIT License.