OpenCV Image Filter Suite

Project Overview

This project demonstrates foundational image-processing techniques using Python and OpenCV. Each filter includes documentation, sample code, and visual results to support hands-on computer vision learning.

Installation & Usage

Install dependencies:

pip install -r requirements.txt

Run a filter demo:

python main.py --filter gaussian --input assets/sample.jpg

List all filters:

python main.py --list

Filter Gallery

Original Photo

Gaussian Blur

Median Filter

Bilateral Filter

Sobel Operator

Laplacian Filter

Canny Edge Detector

Morphological Operations

HSV Color Segmentation

Basic Thresholding

Adaptive Thresholding

Otsu's Thresholding

Harris Corner Detector

Shi-Tomasi Good Features

ORB Feature Detector

FAST Corner Detector

Custom Sharpening Filter

Project Structure

opencv-filters/
│── filters/
│── assets/
│── main.py
│── README.md
│── requirements.txt