🧑‍💻: Adding additional project under Image Processing Topic

[Dharun235]

Title

Adding more projects under Image Processing Topic

Enhancement Aim

Aim is to add more projects to make the user understand different aspects of Image processing like feature detection and matching. More ideas and projects will be done in another PR and issues. This project is my own project and I would like you to give it maximum credit.

Changes

Project Idea: Real-Time Feature Detection and Matching

Description: Develop a system that performs real-time feature detection and matching on a video feed to identify specific objects in scenes, track them, and log their appearance in the frame. This project focuses on detecting unique objects using feature points and tracking them continuously as they move across the camera view.

Key Tasks:

• Implement feature detection using algorithms like ORB, SIFT, or SURF.
• Set up feature matching with techniques like Brute Force Matcher or FLANN.
• Build a pipeline for real-time video processing with OpenCV to capture frames, detect features, match them, and display results.
• Integrate visual output showing matched points and a bounding box around detected objects.

Tools:

• OpenCV for computer vision functions.
• Python for implementation.

Expected Outcome: A live video feed displays feature matches in real-time, showing objects being detected and tracked based on keypoints. This can serve as a foundation for object tracking systems or automated scene analysis.

Screenshots 📷

No response

Guidelines

• [X] I have read the guidelines
• [ ] I have the link to my latest merged PR

Full Name

Dharunkumar

Participant Role

Contributor

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[Dharun235]

I would like to take this task