Welcome to Computer-Vision Discussions!

[dr-mushtaq]

👋 Welcome to the Computer Vision Repository by Dr. Mushtaq

Welcome to the official Computer Vision repository, a dedicated learning hub for students, educators, and professionals exploring the fascinating world of image processing, visual recognition, and deep learning with Python.

This repository is part of Dr. Mushtaq’s educational initiative to make complex computer vision concepts simple, visual, and hands-on — empowering learners to build intelligent vision systems from the ground up.

🚀 What You’ll Find Here

📘 Well-structured notebooks explaining topics from basic image operations to advanced CNNs.
🧩 Hands-on projects covering object detection, segmentation, and image classification.
🧠 Step-by-step tutorials on OpenCV, Scikit-Image, and TensorFlow/Keras for visual learning.
📊 Visualization techniques to understand image transformations and filters.
🤖 Real-world applications — from edge detection to face recognition and motion tracking.

💬 How to Use Discussions

We’re using GitHub Discussions to connect with the computer vision community — a place to learn, collaborate, and share insights.

Here you can:
❓ Ask questions about algorithms, code implementations, or visualizations.
💡 Share new research papers, tools, or datasets related to vision.
🧠 Start discussions on deep learning architectures like CNNs, YOLO, or Vision Transformers.
🤝 Collaborate on improving notebooks, adding datasets, or building new tutorials.

🌟 Community Guidelines

Let’s build a positive and inclusive space for learning:

Be kind and respectful — all skill levels are welcome.

Keep discussions focused on computer vision and related AI topics.

When posting code, include details (notebook name, issue, or output).

Share solutions or insights to help others learn.

✨ Get Started

⭐ Star the repo if you find it helpful.
🧭 Explore the folders — organized by modules such as Image Filtering, Edge Detection, Object Recognition, and Deep Learning.
📚 Fork the repo to experiment with your own image processing projects.
💬 Join the discussion — introduce yourself below and tell us what excites you most about Computer Vision!