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Table of Contents

This document provides an overview of the key modules and their functionalities in the ShallowLearn library.

1. ImageHelper

Description:
This module contains a variety of tools for working with geospatial and image data. It includes functions for: - Loading and preprocessing GeoTIFF images - Visualizing data in various color spaces (RGB, HSV, LAB, YCbCr) - Generating and applying masks - Plotting histograms and labeled data - Advanced plotting options with legends and coordinates

Refer to the ImageHelper Quick Start Guide for detailed usage examples.

2. ComputerVisionFeatures

Description:
This module provides essential computer vision functions for feature extraction and image processing. Key functionalities include: - Edge detection (Canny, Sobel) - Texture analysis using Local Binary Patterns (LBP) - Feature extraction with Histogram of Oriented Gradients (HOG) - Gabor filtering for texture features - Color histogram computation

Refer to the ComputerVisionFeatures Quick Start Guide for detailed usage examples.