📘 Key Learning Pathways
Foundational Concepts
- Deep Learning for Computer Vision - Start with neural networks and convolutional layers
- 📚 Books: "Deep Learning" by Ian Goodfellow (Chapter 14) | "Computer Vision: Algorithms and Applications" by Richard Szeliski
Frameworks & Tools
- 🔧 PyTorch CV Examples - Hands-on projects with image classification
- 🧠 TensorFlow Vision API | OpenCV with Deep Learning integration
Advanced Topics
- 📈 Object Detection (YOLOv8, SSD) | Semantic Segmentation (U-Net)
- 🧪 CV Research Papers - Curated list of top publications
🖼️ Visual Learning Aids
🌐 Expand Your Knowledge
- AI Ethics in CV - Understand responsible AI practices
- CV in Industry - Real-world applications in healthcare and autonomous systems
Explore our Deep Learning Community Forum for interactive discussions!