Computer Vision: Teaching AI to See the World

By Gilbert Gutiérrez

Computer vision is revolutionizing industries, enabling machines to interpret and understand images and videos like humans. From facial recognition and self-driving cars to healthcare diagnostics and augmented reality, AI-powered vision systems are shaping the future. But how do these systems work? How can you build your own?

Computer Vision: Teaching AI to See the World is the ninth book in the highly acclaimed AI from Scratch series. Designed for beginners and experienced developers alike, this book provides a step-by-step guide to mastering computer vision, combining fundamental concepts with hands-on implementation using Python, OpenCV, TensorFlow, and PyTorch.

What You'll Learn: Foundations of Computer Vision - Understand image processing, pixel manipulation, and edge detection.Feature Detection & Classical Techniques - Learn SIFT, HOG, and Viola-Jones for object recognition.Deep Learning for Vision - Build CNNs, YOLO, and U-Net for object detection and image segmentation.Generative AI & Vision Transformers - Explore GANs for image synthesis and ViTs for state-of-the-art AI vision.Real-World Applications - Implement AI-powered security, facial recognition, and medical imaging solutions.Ethical AI & Future Trends - Understand AI bias, privacy challenges, and the future of computer vision.
This comprehensive yet beginner-friendly book balances theory with real-world projects, helping you develop AI vision systems from scratch and deploy them effectively.

Who Is This Book For?AI Enthusiasts & Beginners - No prior experience needed Learn computer vision step by step.Developers & Data Scientists - Implement vision models using open-source AI tools.Students & Educators - A structured and practical guide to teaching and learning AI vision.Researchers & Engineers - Stay updated with cutting-edge deep learning and vision models.
If you're looking to master computer vision, build real-world AI applications, and stay ahead in AI-driven technology, this book is your ultimate guide.

Start your journey into the world of AI vision today

• Format: Paperback
• Language: English
• ISBN: B0DWMMBCRM
• ISBN13: 9798309995097
• Release Date: February 2025
• Publisher: Independently Published
• Length: 324 Pages
• Weight: 1.66 lbs.
• Dimensions: 0.7" x 8.5" x 11.0"