Feature Extraction

Overview

This repository contains Jupyter notebooks and Python files for feature extraction with a focus on:

1. Edge Analysis (edge_analysis.ipynb): Edge detection, corner detection, and line and circle detection.
2. Active Contour (active_contour.py): Active Contour (snakes) algorithm for detecting the contours of objects.
3. Interest Points (interest_points.ipynb): Interest Point detection using ORB to locate the same object in different images.

Running Files

Clone the Repository: Clone this repository to your local machine using

 git clone https://github.com/ADA-GWU/a4-feature-extraction-tmehtiyev2019.git

Change Directory: Navigate to the cloned repository:

 cd a4-feature-extraction-tmehtiyev2019

To run active_contour.py file:

Install Dependencies: Install the required Python packages:

pip install -r requirements.txt

Run the Active Contour Script: Execute the active_contour.py script:

python active_contour.py

To run edge_analysis.ipynb file:

In the Jupyter Notebook interface, navigate to edge_analysis.ipynb , open it and run it.

To run interest_points.ipynb file:

In the Jupyter Notebook interface, navigate to interest_points.ipynb, open it and run it.