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Computer Vision: Teaching AI to See the World by Gilbert Gutiérrez

Computer Vision: Teaching AI to See the World

by Gilbert Gutiérrez
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Book cover type: Paperback
  • ISBN13: 9798309995097
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 324
  • Original Price: USD 29.99
  • Language: English
  • Edition: N/A
  • Item Weight: 753 grams
  • BISAC Subject(s): Artificial Intelligence / Computer Vision & Pattern Recognition

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!

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